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@article{DBLP:journals/amc/DengWLXW25,
author = {Lili Deng and
Rugen Wang and
Ying Liao and
Ronghua Xu and
Cheng Wang},
title = {The reputation-based reward mechanism promotes the evolution of fairness},
journal = {Appl. Math. Comput.},
volume = {486},
pages = {129042},
year = {2025},
url = {https://doi.org/10.1016/j.amc.2024.129042},
doi = {10.1016/J.AMC.2024.129042},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amc/DengWLXW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ShenXCFYZ25,
author = {Yuhao Shen and
Wei Xi and
Yunyun Cai and
Yuwei Fan and
He Yang and
Jizhong Zhao},
title = {Multi-objective federated learning: Balancing global performance and
individual fairness},
journal = {Future Gener. Comput. Syst.},
volume = {162},
pages = {107468},
year = {2025},
url = {https://doi.org/10.1016/j.future.2024.07.046},
doi = {10.1016/J.FUTURE.2024.07.046},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ShenXCFYZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Demeulemeester24,
author = {Tom Demeulemeester},
title = {Fairness through randomization: an operations research perspective},
school = {Ghent University, Belgium},
year = {2024},
url = {https://biblio.ugent.be/publication/01HXV62HAZXPAMWS6JX8350WX7},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Demeulemeester24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Kellerhals24,
author = {Leon Kellerhals},
title = {Multivariate complexity analyses for algorithmic challenges in fairness
and sustainability},
school = {Technical University of Berlin, Germany},
year = {2024},
url = {https://nbn-resolving.org/urn:nbn:de:101:1-2024011700572003314558},
urn = {urn:nbn:de:101:1-2024011700572003314558},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Kellerhals24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aarc/GorbanevaO24,
author = {Olga I. Gorbaneva and
Guennady A. Ougolnitsky},
title = {Game-Theoretic Analysis of the Interaction of Economic Agents in the
Cournot Oligopoly with Consideration of the Linear Structure, the
Green Effect and Fairness Concern},
journal = {Autom. Remote. Control.},
volume = {85},
number = {2},
year = {2024},
url = {https://doi.org/10.31857/s0005117924020088},
doi = {10.31857/S0005117924020088},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aarc/GorbanevaO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/CiWW24,
author = {Yusheng Ci and
Bowen Wu and
Lina Wu},
title = {Relative Fairness Signal Optimization Considering Traffic Benefits
for Different Types of Vehicles},
journal = {{IEEE} Access},
volume = {12},
pages = {90099--90111},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3419849},
doi = {10.1109/ACCESS.2024.3419849},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/CiWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DipinkrishnanK24,
author = {R. Dipinkrishnan and
Vinoth Babu Kumaravelu},
title = {Enhancing Sum Spectral Efficiency and Fairness in {NOMA} Systems:
{A} Comparative Study of Metaheuristic Algorithms for Power Allocation},
journal = {{IEEE} Access},
volume = {12},
pages = {85165--85177},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3415813},
doi = {10.1109/ACCESS.2024.3415813},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DipinkrishnanK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HongYJL24,
author = {Sangwoo Hong and
Youngseok Yoon and
Hyungjun Joo and
Jungwoo Lee},
title = {GBMix: Enhancing Fairness by Group-Balanced Mixup},
journal = {{IEEE} Access},
volume = {12},
pages = {18877--18887},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3358275},
doi = {10.1109/ACCESS.2024.3358275},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HongYJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/IuradaBHT24,
author = {Leonardo Iurada and
Silvia Bucci and
Timothy M. Hospedales and
Tatiana Tommasi},
title = {Fairness Meets Cross-Domain Learning: {A} Benchmark of Models and
Metrics},
journal = {{IEEE} Access},
volume = {12},
pages = {47854--47867},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3383841},
doi = {10.1109/ACCESS.2024.3383841},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/IuradaBHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RahmanTAKAU24,
author = {Md. Arafatur Rahman and
Sze Wei Tan and
A. Taufiq Asyhari and
Ibnu Febry Kurniawan and
Mohammed J. F. Alenazi and
Mueen Uddin},
title = {IoT-Enabled Intelligent Garbage Management System for Smart City:
{A} Fairness Perspective},
journal = {{IEEE} Access},
volume = {12},
pages = {82693--82705},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3412098},
doi = {10.1109/ACCESS.2024.3412098},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RahmanTAKAU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RashidKKMAA24,
author = {Aamir Rashid and
Latif U. Khan and
Naeem Khan and
Hong Min and
Ayaz Ahmad and
Shabir Ahmad},
title = {Resource-Optimized Vehicular Edge Networks With Fairness Constraints},
journal = {{IEEE} Access},
volume = {12},
pages = {67924--67934},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3388891},
doi = {10.1109/ACCESS.2024.3388891},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RashidKKMAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShaikhDASAB24,
author = {Muhammad Mujtaba Shaikh and
Safia Amir Dahri and
Khursheed Aurangzeb and
Muhammad Afzal Soomro and
Musaed A. Alhussein and
Bharat Bhushan},
title = {Optimizing Cellular Network Binary Rate and Fairness: Examination
of a Two-Tier Hybrid Duplex Architecture Employing Full-Duplex and
Half-Duplex Modes},
journal = {{IEEE} Access},
volume = {12},
pages = {13112--13124},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3353680},
doi = {10.1109/ACCESS.2024.3353680},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ShaikhDASAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/StragapedeVTMDFO24,
author = {Giuseppe Stragapede and
Rub{\'{e}}n Vera{-}Rodr{\'{\i}}guez and
Ruben Tolosana and
Aythami Morales and
Naser Damer and
Julian Fi{\'{e}}rrez and
Javier Ortega{-}Garcia},
title = {Keystroke Verification Challenge {(KVC):} Biometric and Fairness Benchmark
Evaluation},
journal = {{IEEE} Access},
volume = {12},
pages = {1102--1116},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3345452},
doi = {10.1109/ACCESS.2023.3345452},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/StragapedeVTMDFO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TamuraNKT24,
author = {Hitomi Tamura and
Daiki Nobayashi and
Kenji Kawahara and
Kazuya Tsukamoto},
title = {Dynamic {A-MPDU} Adaptation Method for Airtime Fairness in Channel
Bonding-Ready WLANs},
journal = {{IEEE} Access},
volume = {12},
pages = {87954--87966},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3418434},
doi = {10.1109/ACCESS.2024.3418434},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/TamuraNKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Taricco24,
author = {Giorgio Taricco},
title = {Optimum Power Allocation for HARQ-Aided {NOMA} With Proportional Fairness
on Fading Channels},
journal = {{IEEE} Access},
volume = {12},
pages = {2327--2339},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3348790},
doi = {10.1109/ACCESS.2023.3348790},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Taricco24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adhoc/LiCL24,
author = {Xue Li and
Xiaojuan Chen and
Guohua Li},
title = {Fairness-aware task offloading and load balancing with delay constraints
for Power Internet of Things},
journal = {Ad Hoc Networks},
volume = {153},
pages = {103333},
year = {2024},
url = {https://doi.org/10.1016/j.adhoc.2023.103333},
doi = {10.1016/J.ADHOC.2023.103333},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adhoc/LiCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/HosseiniHIS24,
author = {Hadi Hosseini and
Zhiyi Huang and
Ayumi Igarashi and
Nisarg Shah},
title = {Class fairness in online matching},
journal = {Artif. Intell.},
volume = {335},
pages = {104177},
year = {2024},
url = {https://doi.org/10.1016/j.artint.2024.104177},
doi = {10.1016/J.ARTINT.2024.104177},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/HosseiniHIS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Raz24,
author = {Tim R{\"{a}}z},
title = {Gerrymandering individual fairness},
journal = {Artif. Intell.},
volume = {326},
pages = {104035},
year = {2024},
url = {https://doi.org/10.1016/j.artint.2023.104035},
doi = {10.1016/J.ARTINT.2023.104035},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Raz24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/AgarwalA24,
author = {Avinash Agarwal and
Harsh Agarwal},
title = {A seven-layer model with checklists for standardising fairness assessment
throughout the {AI} lifecycle},
journal = {{AI} Ethics},
volume = {4},
number = {2},
pages = {299--314},
year = {2024},
url = {https://doi.org/10.1007/s43681-023-00266-9},
doi = {10.1007/S43681-023-00266-9},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/AgarwalA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/GenovesiMSPAKKKZ24,
author = {Sergio Genovesi and
Julia Maria M{\"{o}}nig and
Anna Schmitz and
Maximilian Poretschkin and
Maram Akila and
Manoj Kahdan and
Romina Kleiner and
Lena Krieger and
Alexander Zimmermann},
title = {Standardizing fairness-evaluation procedures: interdisciplinary insights
on machine learning algorithms in creditworthiness assessments for
small personal loans},
journal = {{AI} Ethics},
volume = {4},
number = {2},
pages = {537--553},
year = {2024},
url = {https://doi.org/10.1007/s43681-023-00291-8},
doi = {10.1007/S43681-023-00291-8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/GenovesiMSPAKKKZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/Grote24,
author = {Thomas Grote},
title = {Fairness as adequacy: a sociotechnical view on model evaluation in
machine learning},
journal = {{AI} Ethics},
volume = {4},
number = {2},
pages = {427--440},
year = {2024},
url = {https://doi.org/10.1007/s43681-023-00280-x},
doi = {10.1007/S43681-023-00280-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/Grote24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/ZhangPHXSXYLZ24,
author = {Dawen Zhang and
Shidong Pan and
Thong Hoang and
Zhenchang Xing and
Mark Staples and
Xiwei Xu and
Lina Yao and
Qinghua Lu and
Liming Zhu},
title = {To be forgotten or to be fair: unveiling fairness implications of
machine unlearning methods},
journal = {{AI} Ethics},
volume = {4},
number = {1},
pages = {83--93},
year = {2024},
url = {https://doi.org/10.1007/s43681-023-00398-y},
doi = {10.1007/S43681-023-00398-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/ZhangPHXSXYLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/VassoyL24,
author = {Bj{\o}rnar Vass{\o}y and
Helge Langseth},
title = {Consumer-side fairness in recommender systems: a systematic survey
of methods and evaluation},
journal = {Artif. Intell. Rev.},
volume = {57},
number = {4},
pages = {101},
year = {2024},
url = {https://doi.org/10.1007/s10462-023-10663-5},
doi = {10.1007/S10462-023-10663-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/VassoyL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/BarsottiK24,
author = {Flavia Barsotti and
R{\"{u}}ya G{\"{o}}khan Ko{\c{c}}er},
title = {MinMax fairness: from Rawlsian Theory of Justice to solution for algorithmic
bias},
journal = {{AI} Soc.},
volume = {39},
number = {3},
pages = {961--974},
year = {2024},
url = {https://doi.org/10.1007/s00146-022-01577-x},
doi = {10.1007/S00146-022-01577-X},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/BarsottiK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/RuedaRJHAR24,
author = {Jon Rueda and
Janet Delgado Rodr{\'{\i}}guez and
Iris Parra Jounou and
Joaqu{\'{\i}}n Hortal{-}Carmona and
Txetxu Aus{\'{\i}}n and
David Rodr{\'{\i}}guez{-}Arias},
title = {"Just" accuracy? Procedural fairness demands explainability in AI-based
medical resource allocations},
journal = {{AI} Soc.},
volume = {39},
number = {3},
pages = {1411--1422},
year = {2024},
url = {https://doi.org/10.1007/s00146-022-01614-9},
doi = {10.1007/S00146-022-01614-9},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/RuedaRJHAR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/ShinLAI24,
author = {Donghee Shin and
Joon Soo Lim and
Norita B. Ahmad and
Mohammed Ibahrine},
title = {Understanding user sensemaking in fairness and transparency in algorithms:
algorithmic sensemaking in over-the-top platform},
journal = {{AI} Soc.},
volume = {39},
number = {2},
pages = {477--490},
year = {2024},
url = {https://doi.org/10.1007/s00146-022-01525-9},
doi = {10.1007/S00146-022-01525-9},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/ShinLAI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/SoltanW24,
author = {Armin Soltan and
Peter Washington},
title = {Challenges in Reducing Bias Using Post-Processing Fairness for Breast
Cancer Stage Classification with Deep Learning},
journal = {Algorithms},
volume = {17},
number = {4},
pages = {141},
year = {2024},
url = {https://doi.org/10.3390/a17040141},
doi = {10.3390/A17040141},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/SoltanW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/AbelS24,
author = {Edward Abel and
Sajid Siraj},
title = {An approach to investigate fairness using Dominance-based Rough Sets
Analysis - How fair were the {COVID-19} restriction decisions in the
UK?},
journal = {Appl. Soft Comput.},
volume = {151},
pages = {111121},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111121},
doi = {10.1016/J.ASOC.2023.111121},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/AbelS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GomezCE24,
author = {Alveiro Alonso Rosado Gomez and
Maritza Liliana Calder{\'{o}}n{-}Benavides and
Oscar Espinosa},
title = {Data preprocessing to improve fairness in machine learning models:
An application to the reintegration process of demobilized members
of armed groups in Colombia},
journal = {Appl. Soft Comput.},
volume = {152},
pages = {111193},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111193},
doi = {10.1016/J.ASOC.2023.111193},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/GomezCE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/BadarF24,
author = {Maryam Badar and
Marco Fisichella},
title = {Fair-CMNB: Advancing Fairness-Aware Stream Learning with Na{\"{\i}}ve
Bayes and Multi-Objective Optimization},
journal = {Big Data Cogn. Comput.},
volume = {8},
number = {2},
pages = {16},
year = {2024},
url = {https://doi.org/10.3390/bdcc8020016},
doi = {10.3390/BDCC8020016},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bdcc/BadarF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caaitrit/CongQZFGST24,
author = {Yue Cong and
Jing Qiu and
Kun Zhang and
Zhongyang Fang and
Chengliang Gao and
Shen Su and
Zhihong Tian},
title = {Ada-FFL: Adaptive computing fairness federated learning},
journal = {{CAAI} Trans. Intell. Technol.},
volume = {9},
number = {3},
pages = {573--584},
year = {2024},
url = {https://doi.org/10.1049/cit2.12232},
doi = {10.1049/CIT2.12232},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caaitrit/CongQZFGST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BuylB24,
author = {Maarten Buyl and
Tijl De Bie},
title = {Inherent Limitations of {AI} Fairness},
journal = {Commun. {ACM}},
volume = {67},
number = {2},
pages = {48--55},
year = {2024},
url = {https://doi.org/10.1145/3624700},
doi = {10.1145/3624700},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/BuylB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Raghavan24,
author = {Manish Raghavan},
title = {What Should We Do when Our Ideas of Fairness Conflict?},
journal = {Commun. {ACM}},
volume = {67},
number = {1},
pages = {88--97},
year = {2024},
url = {https://doi.org/10.1145/3587930},
doi = {10.1145/3587930},
timestamp = {Sun, 28 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Raghavan24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cais/SchwenkeBFK24,
author = {Chiara Schwenke and
Julia Brasse and
Maximilian F{\"{o}}rster and
Mathias Klier},
title = {{START} Foundation: Coping with Bias and Fairness when Implementing
and Using an {AI} System},
journal = {Commun. Assoc. Inf. Syst.},
volume = {54},
pages = {43},
year = {2024},
url = {https://aisel.aisnet.org/cais/vol54/iss1/43},
timestamp = {Mon, 01 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cais/SchwenkeBFK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/MennellaEPM24,
author = {Ciro Mennella and
Massimo Esposito and
Giuseppe De Pietro and
Umberto Maniscalco},
title = {Promoting fairness in activity recognition algorithms for patient's
monitoring and evaluation systems in healthcare},
journal = {Comput. Biol. Medicine},
volume = {179},
pages = {108826},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2024.108826},
doi = {10.1016/J.COMPBIOMED.2024.108826},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/MennellaEPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/ZhangWLLHYZGC24,
author = {Zheng Zhang and
Le Wu and
Qi Liu and
Jiayu Liu and
Zhenya Huang and
Yu Yin and
Yan Zhuang and
Weibo Gao and
Enhong Chen},
title = {Understanding and improving fairness in cognitive diagnosis},
journal = {Sci. China Inf. Sci.},
volume = {67},
number = {5},
year = {2024},
url = {https://doi.org/10.1007/s11432-022-3852-0},
doi = {10.1007/S11432-022-3852-0},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/ZhangWLLHYZGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/clsr/HauselmannC24,
author = {Andreas H{\"{a}}uselmann and
Bart Custers},
title = {Substantive fairness in the {GDPR:} Fairness Elements for Article
5.1a {GDPR}},
journal = {Comput. Law Secur. Rev.},
volume = {52},
pages = {105942},
year = {2024},
url = {https://doi.org/10.1016/j.clsr.2024.105942},
doi = {10.1016/J.CLSR.2024.105942},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/clsr/HauselmannC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/clsr/HochHLT24,
author = {Holly Hoch and
Corinna Hertweck and
Michele Loi and
Aurelia Tam{\`{o}}{-}Larrieux},
title = {Discrimination for the sake of fairness by design and its legal framework},
journal = {Comput. Law Secur. Rev.},
volume = {52},
pages = {105916},
year = {2024},
url = {https://doi.org/10.1016/j.clsr.2023.105916},
doi = {10.1016/J.CLSR.2023.105916},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/clsr/HochHLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/clsr/RigottiF24,
author = {Carlotta Rigotti and
Eduard Fosch{-}Villaronga},
title = {Fairness, {AI} {\&} recruitment},
journal = {Comput. Law Secur. Rev.},
volume = {53},
pages = {105966},
year = {2024},
url = {https://doi.org/10.1016/j.clsr.2024.105966},
doi = {10.1016/J.CLSR.2024.105966},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/clsr/RigottiF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/DengLLAL24,
author = {Zhenjie Deng and
Yanwei Liu and
Jinxia Liu and
Antonios Argyriou and
Dacai Liu},
title = {BBR-based and fairness-guaranteed congestion control and packet scheduling
for {MPQUIC} over heterogeneous networks},
journal = {Comput. Commun.},
volume = {224},
pages = {213--224},
year = {2024},
url = {https://doi.org/10.1016/j.comcom.2024.06.006},
doi = {10.1016/J.COMCOM.2024.06.006},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/DengLLAL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/FerreiraPF24,
author = {Ibirisol F. Ferreira and
Maycon Leone Maciel Peixoto and
Gustavo Bittencourt Figueiredo},
title = {Fairness-oriented multicast routing for distributed interactive applications},
journal = {Comput. Commun.},
volume = {219},
pages = {229--242},
year = {2024},
url = {https://doi.org/10.1016/j.comcom.2024.03.015},
doi = {10.1016/J.COMCOM.2024.03.015},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/FerreiraPF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/TrankatwarW24,
author = {Sachin Trankatwar and
Prashant K. Wali},
title = {Power allocation scheme for sum rate and fairness trade-off in downlink
{NOMA} networks},
journal = {Comput. Commun.},
volume = {221},
pages = {78--89},
year = {2024},
url = {https://doi.org/10.1016/j.comcom.2024.04.018},
doi = {10.1016/J.COMCOM.2024.04.018},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/TrankatwarW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/RazaviAA24,
author = {Seyyed Javad Bozorg Zadeh Razavi and
Haleh Amintoosi and
Mohammad Allahbakhsh},
title = {A clarity and fairness aware framework for selecting workers in competitive
crowdsourcing tasks},
journal = {Computing},
volume = {106},
number = {9},
pages = {3005--3030},
year = {2024},
url = {https://doi.org/10.1007/s00607-024-01316-8},
doi = {10.1007/S00607-024-01316-8},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/RazaviAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/LujakS0GC24,
author = {Marin Lujak and
Alessio Salvatore and
Alberto Fern{\'{a}}ndez and
Stefano Giordani and
Kendal Cousy},
title = {How to fairly and efficiently assign tasks in individually rational
agents' coalitions? Models and fairness measures},
journal = {Comput. Sci. Inf. Syst.},
volume = {21},
number = {1},
pages = {269--289},
year = {2024},
url = {https://doi.org/10.2298/csis230119075l},
doi = {10.2298/CSIS230119075L},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/comsis/LujakS0GC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/PengLZL24,
author = {Kai Peng and
Chengfang Ling and
Bohai Zhao and
Victor C. M. Leung},
title = {A fairness-aware task offloading method in edge-enabled IIoT with
multi-constraints using {AGE-MOEA} and weighted {MMF}},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {10},
year = {2024},
url = {https://doi.org/10.1002/cpe.7858},
doi = {10.1002/CPE.7858},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/PengLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csi/LiCLJYHYW24,
author = {Jianhong Li and
Qi Chen and
Jin Li and
Zihan Jiang and
Guoyu Yang and
Teng Huang and
Hongyang Yan and
Duncan S. Wong},
title = {Reputation is not enough: Ensuring strong order-fairness in Byzantine
consensus},
journal = {Comput. Stand. Interfaces},
volume = {90},
pages = {103855},
year = {2024},
url = {https://doi.org/10.1016/j.csi.2024.103855},
doi = {10.1016/J.CSI.2024.103855},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csi/LiCLJYHYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/CatonH24,
author = {Simon Caton and
Christian Haas},
title = {Fairness in Machine Learning: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {7},
pages = {166:1--166:38},
year = {2024},
url = {https://doi.org/10.1145/3616865},
doi = {10.1145/3616865},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/CatonH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ChenZZZY24,
author = {Huiqiang Chen and
Tianqing Zhu and
Tao Zhang and
Wanlei Zhou and
Philip S. Yu},
title = {Privacy and Fairness in Federated Learning: On the Perspective of
Tradeoff},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {2},
pages = {39:1--39:37},
year = {2024},
url = {https://doi.org/10.1145/3606017},
doi = {10.1145/3606017},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/ChenZZZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/SaxenaFP24,
author = {Akrati Saxena and
George Fletcher and
Mykola Pechenizkiy},
title = {FairSNA: Algorithmic Fairness in Social Network Analysis},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {8},
pages = {213:1--213:45},
year = {2024},
url = {https://doi.org/10.1145/3653711},
doi = {10.1145/3653711},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/SaxenaFP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/OksuzMSR24,
author = {Halil Yigit {\"{O}}ks{\"{u}}z and
Fabio Molinari and
Henning Sprekeler and
J{\"{o}}rg Raisch},
title = {Boosting Fairness and Robustness in Over-the-Air Federated Learning},
journal = {{IEEE} Control. Syst. Lett.},
volume = {8},
pages = {682--687},
year = {2024},
url = {https://doi.org/10.1109/LCSYS.2024.3402123},
doi = {10.1109/LCSYS.2024.3402123},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/OksuzMSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cybersec/WangLJFW24,
author = {Chaoqun Wang and
Ning Li and
Shujuan Ji and
Xianwen Fang and
Zhen Wang},
title = {Enhancing fairness of trading environment: discovering overlapping
spammer groups with dynamic co-review graph optimization},
journal = {Cybersecur.},
volume = {7},
number = {1},
pages = {37},
year = {2024},
url = {https://doi.org/10.1186/s42400-024-00230-y},
doi = {10.1186/S42400-024-00230-Y},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cybersec/WangLJFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MakhloufAZBP24,
author = {Karima Makhlouf and
H{\'{e}}ber Hwang Arcolezi and
Sami Zhioua and
Ghassen Ben Brahim and
Catuscia Palamidessi},
title = {On the impact of multi-dimensional local differential privacy on fairness},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {4},
pages = {2252--2275},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01031-0},
doi = {10.1007/S10618-024-01031-0},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MakhloufAZBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datascience/ChongSOMJ24,
author = {Steven S. Chong and
Mark Schildhauer and
Margaret O'Brien and
Bryce D. Mecum and
Matthew B. Jones},
title = {Enhancing the FAIRness of Arctic Research Data Through Semantic Annotation},
journal = {Data Sci. J.},
volume = {23},
year = {2024},
url = {https://doi.org/10.5334/dsj-2024-002},
doi = {10.5334/DSJ-2024-002},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datascience/ChongSOMJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datascience/HutchisonNZH24,
author = {Vivian Hutchison and
Tamar Norkin and
Lisa S. Zolly and
Leslie Hsu},
title = {State of the Data: Assessing the FAIRness of {US} Geological Survey
Data},
journal = {Data Sci. J.},
volume = {23},
pages = {22},
year = {2024},
url = {https://doi.org/10.5334/dsj-2024-022},
doi = {10.5334/DSJ-2024-022},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datascience/HutchisonNZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/Roy24,
author = {Senjuti Basu Roy},
title = {Fairness and Robustness in Answering Preference Queries},
journal = {{IEEE} Data Eng. Bull.},
volume = {47},
number = {1},
pages = {36--47},
year = {2024},
url = {http://sites.computer.org/debull/A24mar/p36.pdf},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/Roy24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/di/MombelliLB24,
author = {Samuele Mombelli and
James R. Lyle and
Frank Breitinger},
title = {FAIRness in digital forensics datasets' metadata - and how to improve
it},
journal = {Forensic Sci. Int. Digit. Investig.},
volume = {48},
pages = {301681},
year = {2024},
url = {https://doi.org/10.1016/j.fsidi.2023.301681},
doi = {10.1016/J.FSIDI.2023.301681},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/di/MombelliLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/YangKKLC24,
author = {Woojin Yang and
Yeongin Kim and
Tae Hun Kim and
Chul Ho Lee and
Yasin Ceran},
title = {From whales to minnows: The impact of crypto-reward fairness on user
engagement in social media},
journal = {Decis. Support Syst.},
volume = {185},
pages = {114289},
year = {2024},
url = {https://doi.org/10.1016/j.dss.2024.114289},
doi = {10.1016/J.DSS.2024.114289},
timestamp = {Sat, 31 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/YangKKLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/AlaG24,
author = {Ali Ala and
Alireza Goli},
title = {Incorporating machine learning and optimization techniques for assigning
patients to operating rooms by considering fairness policies},
journal = {Eng. Appl. Artif. Intell.},
volume = {136},
pages = {108980},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2024.108980},
doi = {10.1016/J.ENGAPPAI.2024.108980},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/AlaG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecra/SenaliIGFAR24,
author = {Madugoda Gunaratnege Senali and
Mohammad Iranmanesh and
Morteza Ghobakhloo and
Behzad Foroughi and
Shahla Asadi and
Abderahman Rejeb},
title = {Determinants of trust and purchase intention in social commerce: Perceived
price fairness and trust disposition as moderators},
journal = {Electron. Commer. Res. Appl.},
volume = {64},
pages = {101370},
year = {2024},
url = {https://doi.org/10.1016/j.elerap.2024.101370},
doi = {10.1016/J.ELERAP.2024.101370},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ecra/SenaliIGFAR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejwcn/ZhuCMJJ24,
author = {Jia Zhu and
Yuanhao Cui and
Junsheng Mu and
Zexuan Jing and
Xiaojun Jing},
title = {Radio resource management for OFDM-based dual-function radar-communication:
sum-rate and fairness},
journal = {{EURASIP} J. Wirel. Commun. Netw.},
volume = {2024},
number = {1},
pages = {18},
year = {2024},
url = {https://doi.org/10.1186/s13638-024-02343-x},
doi = {10.1186/S13638-024-02343-X},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejwcn/ZhuCMJJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BeikverdiTS24,
author = {Majid Beikverdi and
Nasim Ghanbar Tehrani and
Kamran Shahanaghi},
title = {A Bi-level model for district-fairness participatory budgeting: Decomposition
methods and application},
journal = {Eur. J. Oper. Res.},
volume = {314},
number = {1},
pages = {340--362},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2023.09.037},
doi = {10.1016/J.EJOR.2023.09.037},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BeikverdiTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/DixitCKJ24,
author = {Aasheesh Dixit and
Tsan{-}Ming Choi and
Patanjal Kumar and
Suresh Kumar Jakhar},
title = {Roles of reciprocity and fairness concerns in airline-airport systems
with environmental considerations},
journal = {Eur. J. Oper. Res.},
volume = {312},
number = {3},
pages = {1011--1023},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2023.07.016},
doi = {10.1016/J.EJOR.2023.07.016},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/DixitCKJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/RossumDH24,
author = {Bart van Rossum and
Twan Dollevoet and
Dennis Huisman},
title = {Railway crew planning with fairness over time},
journal = {Eur. J. Oper. Res.},
volume = {318},
number = {1},
pages = {55--70},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2024.04.029},
doi = {10.1016/J.EJOR.2024.04.029},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/RossumDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/FerraraSFPL24,
author = {Carmine Ferrara and
Giulia Sellitto and
Filomena Ferrucci and
Fabio Palomba and
Andrea De Lucia},
title = {Fairness-aware machine learning engineering: how far are we?},
journal = {Empir. Softw. Eng.},
volume = {29},
number = {1},
pages = {9},
year = {2024},
url = {https://doi.org/10.1007/s10664-023-10402-y},
doi = {10.1007/S10664-023-10402-Y},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/FerraraSFPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HortZSH24,
author = {Max Hort and
Jie M. Zhang and
Federica Sarro and
Mark Harman},
title = {Search-based Automatic Repair for Fairness and Accuracy in Decision-making
Software},
journal = {Empir. Softw. Eng.},
volume = {29},
number = {1},
pages = {36},
year = {2024},
url = {https://doi.org/10.1007/s10664-023-10419-3},
doi = {10.1007/S10664-023-10419-3},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/HortZSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ChenGLR24,
author = {Ying Chen and
Paolo Giudici and
Kailiang Liu and
Emanuela Raffinetti},
title = {Measuring fairness in credit ratings},
journal = {Expert Syst. Appl.},
volume = {258},
pages = {125184},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.125184},
doi = {10.1016/J.ESWA.2024.125184},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ChenGLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DuongLX24,
author = {Tri Dung Duong and
Qian Li and
Guandong Xu},
title = {Achieving counterfactual fairness with imperfect structural causal
model},
journal = {Expert Syst. Appl.},
volume = {240},
pages = {122411},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122411},
doi = {10.1016/J.ESWA.2023.122411},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/DuongLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GuiTLD24,
author = {Yunmiao Gui and
Dingbo Tan and
Zhi Liu and
Feng Dong},
title = {Worry not rareness but disparity: Impact of fairness concerns on platforms'
pricing and matching decision in competitive two-sided markets},
journal = {Expert Syst. Appl.},
volume = {238},
number = {Part {B}},
pages = {121683},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121683},
doi = {10.1016/J.ESWA.2023.121683},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/GuiTLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MartinezSykoraMCF24,
author = {Antonio Martinez{-}Sykora and
Fraser N. McLeod and
Tom J. Cherrett and
Adrian Friday},
title = {Exploring fairness in food delivery routing and scheduling problems},
journal = {Expert Syst. Appl.},
volume = {240},
pages = {122488},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122488},
doi = {10.1016/J.ESWA.2023.122488},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MartinezSykoraMCF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Melucci24,
author = {Massimo Melucci},
title = {On the trade-off between ranking effectiveness and fairness},
journal = {Expert Syst. Appl.},
volume = {241},
pages = {122709},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122709},
doi = {10.1016/J.ESWA.2023.122709},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Melucci24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SongLJ24,
author = {Xiaobin Song and
Zeyuan Liu and
Benben Jiang},
title = {Adaptive boosting with fairness-aware reweighting technique for fair
classification},
journal = {Expert Syst. Appl.},
volume = {250},
pages = {123916},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123916},
doi = {10.1016/J.ESWA.2024.123916},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SongLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SongWMW24,
author = {Haohao Song and
Ying Wang and
Xiangyu Mao and
Chunyang Wang},
title = {Decision-making in a low-carbon supply chain considering consumers'
fairness concerns},
journal = {Expert Syst. Appl.},
volume = {237},
number = {Part {C}},
pages = {121606},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121606},
doi = {10.1016/J.ESWA.2023.121606},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SongWMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/YangZ24,
author = {Jing Yang and
Botao Zhong},
title = {Fairness model considering satisfaction and preferences for service
scheduling on electronic platforms in construction industry},
journal = {Expert Syst. Appl.},
volume = {244},
pages = {122872},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122872},
doi = {10.1016/J.ESWA.2023.122872},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/YangZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ethicsit/AlvarezCEFFFGMPLRSSZR24,
author = {Jos{\'{e}} M. {\'{A}}lvarez and
Alejandra Bringas Colmenarejo and
Alaa Elobaid and
Simone Fabbrizzi and
Miriam Fahimi and
Antonio Ferrara and
Siamak Ghodsi and
Carlos Mougan and
Ioanna Papageorgiou and
Paula Reyero Lobo and
Mayra Russo and
Kristen M. Scott and
Laura State and
Xuan Zhao and
Salvatore Ruggieri},
title = {Policy advice and best practices on bias and fairness in {AI}},
journal = {Ethics Inf. Technol.},
volume = {26},
number = {2},
pages = {31},
year = {2024},
url = {https://doi.org/10.1007/s10676-024-09746-w},
doi = {10.1007/S10676-024-09746-W},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ethicsit/AlvarezCEFFFGMPLRSSZR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ethicsit/GiovanolaT24,
author = {Benedetta Giovanola and
Simona Tiribelli},
title = {Correction to: Weapons of moral construction? On the value of fairness
in algorithmic decision-making},
journal = {Ethics Inf. Technol.},
volume = {26},
number = {1},
pages = {6},
year = {2024},
url = {https://doi.org/10.1007/s10676-023-09743-5},
doi = {10.1007/S10676-023-09743-5},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ethicsit/GiovanolaT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ett/LiWWLDM24,
author = {Mengge Li and
Liang Wang and
Xiaoming Wang and
Yaguang Lin and
Jiarong Du and
Miao Ma},
title = {Fairness-aware eMBB/URLLC spectrum resource multiplexing to ensure
reliability in vehicular networks},
journal = {Trans. Emerg. Telecommun. Technol.},
volume = {35},
number = {4},
year = {2024},
url = {https://doi.org/10.1002/ett.4963},
doi = {10.1002/ETT.4963},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ett/LiWWLDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BanerjeeBW24,
author = {Ashmi Banerjee and
Paromita Banik and
Wolfgang W{\"{o}}rndl},
title = {A review on individual and multistakeholder fairness in tourism recommender
systems},
journal = {Frontiers Big Data},
volume = {6},
year = {2024},
url = {https://doi.org/10.3389/fdata.2023.1168692},
doi = {10.3389/FDATA.2023.1168692},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BanerjeeBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DuricicKLL24,
author = {Tomislav Duricic and
Dominik Kowald and
Emanuel Lacic and
Elisabeth Lex},
title = {Beyond-accuracy: a review on diversity, serendipity, and fairness
in recommender systems based on graph neural networks},
journal = {Frontiers Big Data},
volume = {6},
year = {2024},
url = {https://doi.org/10.3389/fdata.2023.1251072},
doi = {10.3389/FDATA.2023.1251072},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DuricicKLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KumarGRGS24,
author = {Deepak Kumar and
Tessa Grosz and
Navid Rekabsaz and
Elisabeth Greif and
Markus Schedl},
title = {Fairness of recommender systems in the recruitment domain: an analysis
from technical and legal perspectives},
journal = {Frontiers Big Data},
volume = {6},
year = {2024},
url = {https://doi.org/10.3389/fdata.2023.1245198},
doi = {10.3389/FDATA.2023.1245198},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KumarGRGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ChenZTHS24,
author = {Chaomeng Chen and
Zhenhong Zhou and
Peng Tang and
Longzhu He and
Sen Su},
title = {Enforcing group fairness in privacy-preserving Federated Learning},
journal = {Future Gener. Comput. Syst.},
volume = {160},
pages = {890--900},
year = {2024},
url = {https://doi.org/10.1016/j.future.2024.06.040},
doi = {10.1016/J.FUTURE.2024.06.040},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ChenZTHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/MetinO24,
author = {Serdar Metin and
Can C. {\"{O}}zturan},
title = {Quantised and Simulated Max-min Fairness in Blockchain Ecosystems},
journal = {Future Gener. Comput. Syst.},
volume = {151},
pages = {260--271},
year = {2024},
url = {https://doi.org/10.1016/j.future.2023.08.025},
doi = {10.1016/J.FUTURE.2023.08.025},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/MetinO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/PleckoB24,
author = {Drago Plecko and
Elias Bareinboim},
title = {Causal Fairness Analysis: {A} Causal Toolkit for Fair Machine Learning},
journal = {Found. Trends Mach. Learn.},
volume = {17},
number = {3},
pages = {304--589},
year = {2024},
url = {https://doi.org/10.1561/2200000106},
doi = {10.1561/2200000106},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftml/PleckoB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/games/MakZ24,
author = {Vincent Mak and
Rami Zwick},
title = {Fairness and Transparency in One-to-Many Bargaining with Complementarity:
An Experimental Study},
journal = {Games},
volume = {15},
number = {4},
pages = {22},
year = {2024},
url = {https://doi.org/10.3390/g15040022},
doi = {10.3390/G15040022},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/games/MakZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geb/Bester24,
author = {Helmut Bester},
title = {Fairness and competition in a bilateral matching market},
journal = {Games Econ. Behav.},
volume = {146},
pages = {121--136},
year = {2024},
url = {https://doi.org/10.1016/j.geb.2024.05.001},
doi = {10.1016/J.GEB.2024.05.001},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geb/Bester24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hf/CaoC24,
author = {Jiajia Cao and
Na Chen},
title = {The Influence of Robots' Fairness on Humans' Reward-Punishment Behaviors
and Trust in Human-Robot Cooperative Teams},
journal = {Hum. Factors},
volume = {66},
number = {4},
pages = {1103--1117},
year = {2024},
url = {https://doi.org/10.1177/00187208221133272},
doi = {10.1177/00187208221133272},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hf/CaoC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/GhomriBB24,
author = {Benmeziane Imad{-}Ddine Ghomri and
Mohammed Yassine Bendimerad and
Fethi Tarik Bendimerad},
title = {DRL-Driven Optimization for Energy Efficiency and Fairness in {NOMA-UAV}
Networks},
journal = {{IEEE} Commun. Lett.},
volume = {28},
number = {5},
pages = {1048--1052},
year = {2024},
url = {https://doi.org/10.1109/LCOMM.2024.3377005},
doi = {10.1109/LCOMM.2024.3377005},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/GhomriBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/GirdherGB24,
author = {Amina Girdher and
Nishant Gupta and
Ankur Bansal},
title = {Fairness-Aware Energy Harvesting in RSMA-Aided {MU-MISO} {VLC} Network},
journal = {{IEEE} Commun. Lett.},
volume = {28},
number = {5},
pages = {1062--1066},
year = {2024},
url = {https://doi.org/10.1109/LCOMM.2024.3380418},
doi = {10.1109/LCOMM.2024.3380418},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/GirdherGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-com/SunWQQ24,
author = {Weihao Sun and
Hai Wang and
Zhen Qin and
Zichao Qin},
title = {Joint optimization of deployment, user association, channel, and resource
allocation for fairness-aware multi-UAV network},
journal = {{IET} Commun.},
volume = {18},
number = {13},
pages = {799--816},
year = {2024},
url = {https://doi.org/10.1049/cmu2.12791},
doi = {10.1049/CMU2.12791},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-com/SunWQQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/DowneyIS24,
author = {Ava Downey and
Sheikh Rabiul Islam and
Md Kamruzzman Sarker},
title = {Predictive Policing: {A} Fairness-aware Approach},
journal = {Int. J. Artif. Intell. Tools},
volume = {33},
number = {3},
pages = {2460005:1--2460005:26},
year = {2024},
url = {https://doi.org/10.1142/S0218213024600054},
doi = {10.1142/S0218213024600054},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/DowneyIS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/JainHE24,
author = {Bhanu Jain and
Manfred Huber and
Ramez Elmasri},
title = {Fairness for Deep Learning Predictions Using Bias Parity Score Based
Loss Function Regularization},
journal = {Int. J. Artif. Intell. Tools},
volume = {33},
number = {3},
pages = {2460003:1--2460003:27},
year = {2024},
url = {https://doi.org/10.1142/S0218213024600030},
doi = {10.1142/S0218213024600030},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/JainHE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/JiaWWL24,
author = {Junjie Jia and
Fen Wang and
Huijuan Wang and
Shilong Liu},
title = {A Fairness Group Recommendation Algorithm Based On User Activity},
journal = {Int. J. Comput. Intell. Syst.},
volume = {17},
number = {1},
pages = {204},
year = {2024},
url = {https://doi.org/10.1007/s44196-024-00602-9},
doi = {10.1007/S44196-024-00602-9},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/JiaWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcomsys/LouisD24,
author = {Augusteen Bamila Virgin Louis and
G. Arul Dalton},
title = {Resource allocation in paired users: Optimization-assisted user grouping
for fairness improvement of {NOMA}},
journal = {Int. J. Commun. Syst.},
volume = {37},
number = {9},
year = {2024},
url = {https://doi.org/10.1002/dac.5771},
doi = {10.1002/DAC.5771},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcomsys/LouisD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/CohenAddadGSMN24,
author = {Vincent Cohen{-}Addad and
Surya Teja Gavva and
{Karthik {C. S.}} and
Claire Mathieu and
Namrata},
title = {Fairness of linear regression in decision making},
journal = {Int. J. Data Sci. Anal.},
volume = {18},
number = {3},
pages = {337--347},
year = {2024},
url = {https://doi.org/10.1007/s41060-023-00423-7},
doi = {10.1007/S41060-023-00423-7},
timestamp = {Sat, 31 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/CohenAddadGSMN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/RazaRD24,
author = {Shaina Raza and
Deepak John Reji and
Chen Ding},
title = {Dbias: detecting biases and ensuring fairness in news articles},
journal = {Int. J. Data Sci. Anal.},
volume = {17},
number = {1},
pages = {39--59},
year = {2024},
url = {https://doi.org/10.1007/s41060-022-00359-4},
doi = {10.1007/S41060-022-00359-4},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/RazaRD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhci/CremerNNMS24,
author = {David De Cremer and
Devesh Narayanan and
Mahak Nagpal and
Jack McGuire and
Shane Schweitzer},
title = {{AI} Fairness in Action: {A} Human-Computer Perspective on {AI} Fairness
in Organizations and Society},
journal = {Int. J. Hum. Comput. Interact.},
volume = {40},
number = {1},
pages = {1--3},
year = {2024},
url = {https://doi.org/10.1080/10447318.2023.2273673},
doi = {10.1080/10447318.2023.2273673},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhci/CremerNNMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhci/DolataS24,
author = {Mateusz Dolata and
Gerhard Schwabe},
title = {Towards the Socio-Algorithmic Construction of Fairness: The Case of
Automatic Price-Surging in Ride-Hailing},
journal = {Int. J. Hum. Comput. Interact.},
volume = {40},
number = {1},
pages = {55--65},
year = {2024},
url = {https://doi.org/10.1080/10447318.2023.2210887},
doi = {10.1080/10447318.2023.2210887},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhci/DolataS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhci/NarayananNMSC24,
author = {Devesh Narayanan and
Mahak Nagpal and
Jack McGuire and
Shane Schweitzer and
David De Cremer},
title = {Fairness Perceptions of Artificial Intelligence: {A} Review and Path
Forward},
journal = {Int. J. Hum. Comput. Interact.},
volume = {40},
number = {1},
pages = {4--23},
year = {2024},
url = {https://doi.org/10.1080/10447318.2023.2210890},
doi = {10.1080/10447318.2023.2210890},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhci/NarayananNMSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhci/SchutterC24,
author = {Leander De Schutter and
David De Cremer},
title = {How Counterfactual Fairness Modelling in Algorithms Can Promote Ethical
Decision-Making},
journal = {Int. J. Hum. Comput. Interact.},
volume = {40},
number = {1},
pages = {33--44},
year = {2024},
url = {https://doi.org/10.1080/10447318.2023.2247624},
doi = {10.1080/10447318.2023.2247624},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhci/SchutterC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijinfomandi/SinghKS24,
author = {Nimisha Singh and
Amita Kapoor and
Neha Soni},
title = {A sociotechnical perspective for explicit unfairness mitigation techniques
for algorithm fairness},
journal = {Int. J. Inf. Manag. Data Insights},
volume = {4},
number = {2},
pages = {100259},
year = {2024},
url = {https://doi.org/10.1016/j.jjimei.2024.100259},
doi = {10.1016/J.JJIMEI.2024.100259},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijinfomandi/SinghKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/ToreiniMM24,
author = {Ehsan Toreini and
Maryam Mehrnezhad and
Aad van Moorsel},
title = {Fairness as a Service (FaaS): verifiable and privacy-preserving fairness
auditing of machine learning systems},
journal = {Int. J. Inf. Sec.},
volume = {23},
number = {2},
pages = {981--997},
year = {2024},
url = {https://doi.org/10.1007/s10207-023-00774-z},
doi = {10.1007/S10207-023-00774-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/ToreiniMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangPFWWYYZW24,
author = {Zihui Wang and
Zhaopeng Peng and
Xiaoliang Fan and
Zheng Wang and
Shangbin Wu and
Rongshan Yu and
Peizhen Yang and
Chuanpan Zheng and
Cheng Wang},
title = {FedAVE: Adaptive data value evaluation framework for collaborative
fairness in federated learning},
journal = {Neurocomputing},
volume = {574},
pages = {127227},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2023.127227},
doi = {10.1016/J.NEUCOM.2023.127227},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangPFWWYYZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpr/BonomiMZ24,
author = {Valentina Bonomi and
Renata Mansini and
Roberto Zanotti},
title = {Mediating governance goals with patients and nurses satisfaction:
a multi-actor multi-objective problem including fairness},
journal = {Int. J. Prod. Res.},
volume = {62},
number = {10},
pages = {3753--3780},
year = {2024},
url = {https://doi.org/10.1080/00207543.2023.2248522},
doi = {10.1080/00207543.2023.2248522},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpr/BonomiMZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpr/LiQWJ24,
author = {Shuai Li and
Shaojian Qu and
M. I. M. Wahab and
Ying Ji},
title = {Low-Carbon supply chain optimisation with carbon emission reduction
level and warranty period: nash bargaining fairness concern},
journal = {Int. J. Prod. Res.},
volume = {62},
number = {18},
pages = {6665--6687},
year = {2024},
url = {https://doi.org/10.1080/00207543.2024.2333108},
doi = {10.1080/00207543.2024.2333108},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpr/LiQWJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpr/XieZMJL24,
author = {Lei Xie and
Jianghua Zhang and
Qingchun Meng and
Yan Jin and
Weibo Liu},
title = {An intelligent matching recommendation algorithm for a manufacturing
capacity sharing platform with fairness concerns},
journal = {Int. J. Prod. Res.},
volume = {62},
number = {20},
pages = {7447--7465},
year = {2024},
url = {https://doi.org/10.1080/00207543.2022.2155999},
doi = {10.1080/00207543.2022.2155999},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpr/XieZMJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GongZZ24,
author = {Gaocan Gong and
Xu Zhou and
Quanbo Zha},
title = {Managing fairness and consensus based on individual consciousness
of preventing manipulation},
journal = {Inf. Fusion},
volume = {102},
pages = {102047},
year = {2024},
url = {https://doi.org/10.1016/j.inffus.2023.102047},
doi = {10.1016/J.INFFUS.2023.102047},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GongZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GuoZGKX24,
author = {Weiwei Guo and
Wei{-}Guo Zhang and
Zaiwu Gong and
Gang Kou and
Xiaoxia Xu},
title = {Multi-round minimum cost consensus model with objectivity-fairness
driven feedback mechanism},
journal = {Inf. Fusion},
volume = {104},
pages = {102185},
year = {2024},
url = {https://doi.org/10.1016/j.inffus.2023.102185},
doi = {10.1016/J.INFFUS.2023.102185},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GuoZGKX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RafiNHC24,
author = {Taki Hasan Rafi and
Faiza Anan Noor and
Tahmid Hussain and
Dong{-}Kyu Chae},
title = {Fairness and privacy preserving in federated learning: {A} survey},
journal = {Inf. Fusion},
volume = {105},
pages = {102198},
year = {2024},
url = {https://doi.org/10.1016/j.inffus.2023.102198},
doi = {10.1016/J.INFFUS.2023.102198},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/RafiNHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/ZhaoTK24,
author = {Zhenjiang Zhao and
Takahisa Toda and
Takashi Kitamura},
title = {Diversity-aware fairness testing of machine learning classifiers through
hashing-based sampling},
journal = {Inf. Softw. Technol.},
volume = {167},
pages = {107390},
year = {2024},
url = {https://doi.org/10.1016/j.infsof.2023.107390},
doi = {10.1016/J.INFSOF.2023.107390},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/infsof/ZhaoTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iot/BalciS24,
author = {Abdullah Balci and
Radosveta Sokullu},
title = {Fairness aware deep reinforcement learning for grant-free NOMA-IoT
networks},
journal = {Internet Things},
volume = {25},
pages = {101079},
year = {2024},
url = {https://doi.org/10.1016/j.iot.2024.101079},
doi = {10.1016/J.IOT.2024.101079},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iot/BalciS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/DouHWQSQ24,
author = {Chenglong Dou and
Ning Huang and
Yuan Wu and
Liping Qian and
Zhiguo Shi and
Tony Q. S. Quek},
title = {Integrated Sensing and Communication Enabled Multidevice Multitarget
Cooperative Sensing: {A} Fairness-Aware Design},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {17},
pages = {29190--29201},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3406930},
doi = {10.1109/JIOT.2024.3406930},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/DouHWQSQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/FuSYZZ24,
author = {Zhiyuan Fu and
Liqin Shi and
Yinghui Ye and
Yuzhi Zhang and
Gan Zheng},
title = {Computation {EE} Fairness for a UAV-Enabled Wireless Powered {MEC}
Network With Hybrid Passive and Active Transmissions},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {11},
pages = {20152--20164},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3369069},
doi = {10.1109/JIOT.2024.3369069},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/FuSYZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/MengHCKZ24,
author = {Meng Meng and
Bo Hu and
Shanzhi Chen and
Shaoli Kang and
Hao Zhang},
title = {Max-Min Fairness Robust Beamforming for {LEO} Satellite Multibeam
Communication Systems With Two {CSI} Uncertainty Model},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {6},
pages = {9368--9381},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3325453},
doi = {10.1109/JIOT.2023.3325453},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/MengHCKZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/SongHLLJ24,
author = {Shaoqian Song and
Fengye Hu and
Zhuang Ling and
Zhuofei Li and
Chi Jin},
title = {Max - Min Fairness of CR-RSMA-Based {UAV} Relay-Assisted Emergency
Communication Network With Limited User Energy},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {13},
pages = {23998--24012},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3390212},
doi = {10.1109/JIOT.2024.3390212},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/SongHLLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangSSY24,
author = {Shumo Wang and
Xiaoqin Song and
Tiecheng Song and
Yang Yang},
title = {Fairness-Aware Computation Offloading With Trajectory Optimization
and Phase-Shift Design in RIS-Assisted Multi-UAV {MEC} Network},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {11},
pages = {20547--20561},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3371395},
doi = {10.1109/JIOT.2024.3371395},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangSSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangZZLY24,
author = {Jing Wang and
Haixia Zhang and
Xiaotian Zhou and
Wenjie Liu and
Dongfeng Yuan},
title = {Joint Resource Allocation and Trajectory Design for Energy-Efficient
{UAV} Assisted Networks With User Fairness Guarantee},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {13},
pages = {23835--23849},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3386861},
doi = {10.1109/JIOT.2024.3386861},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangZZLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/YinCSHLLY24,
author = {Zhisheng Yin and
Nan Cheng and
Yunchao Song and
Yilong Hui and
Yunhan Li and
Tom H. Luan and
Shui Yu},
title = {UAV-Assisted Secure Uplink Communications in Satellite-Supported IoT:
Secrecy Fairness Approach},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {4},
pages = {6904--6915},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3313197},
doi = {10.1109/JIOT.2023.3313197},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/YinCSHLLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhouZLHYGZYX24,
author = {Zan Zhou and
Yirong Zhuang and
Hongjing Li and
Sizhe Huang and
Shujie Yang and
Peng Guo and
Lujie Zhong and
Zhenhui Yuan and
Changqiao Xu},
title = {{MR-FFL:} {A} Stratified Community-Based Mutual Reliability Framework
for Fairness-Aware Federated Learning in Heterogeneous {UAV} Networks},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {12},
pages = {20995--21009},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3357779},
doi = {10.1109/JIOT.2024.3357779},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ZhouZLHYGZYX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/MaCLF24,
author = {Wenjun Ma and
Wen Chen and
Liuxing Lu and
Xiaomao Fan},
title = {Integrating learners' knowledge background to improve course recommendation
fairness: {A} multi-graph recommendation method based on contrastive
learning},
journal = {Inf. Process. Manag.},
volume = {61},
number = {4},
pages = {103750},
year = {2024},
url = {https://doi.org/10.1016/j.ipm.2024.103750},
doi = {10.1016/J.IPM.2024.103750},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/MaCLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/Melucci24,
author = {Massimo Melucci},
title = {A model of the relationship between the variations of effectiveness
and fairness in information retrieval},
journal = {Discov. Comput.},
volume = {27},
number = {1},
pages = {3},
year = {2024},
url = {https://doi.org/10.1007/s10791-024-09434-9},
doi = {10.1007/S10791-024-09434-9},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/Melucci24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ConsuegraAyalaGAP24,
author = {Juan Pablo Consuegra{-}Ayala and
Yoan Guti{\'{e}}rrez and
Yudivi{\'{a}}n Almeida{-}Cruz and
Manuel Palomar},
title = {Automatic annotation of protected attributes to support fairness optimization},
journal = {Inf. Sci.},
volume = {663},
pages = {120188},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120188},
doi = {10.1016/J.INS.2024.120188},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ConsuegraAyalaGAP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/RenQLYD24,
author = {Pengcheng Ren and
Kaiyue Qi and
Jialin Li and
Tongjiang Yan and
Qiang Dai},
title = {CosPer: An adaptive personalized approach for enhancing fairness and
robustness of federated learning},
journal = {Inf. Sci.},
volume = {675},
pages = {120760},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120760},
doi = {10.1016/J.INS.2024.120760},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/RenQLYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WenGWMZZL24,
author = {Xuezhi Wen and
Meiqi Gao and
Nan Wang and
Jiahui Ma and
Dalin Zhang and
Xibin Zhao and
Jiqiang Liu},
title = {Fairness based on anomaly score and adaptive weight in network attack
detection},
journal = {Inf. Sci.},
volume = {678},
pages = {120972},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120972},
doi = {10.1016/J.INS.2024.120972},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WenGWMZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isj/OchmannMTML24,
author = {Jessica Ochmann and
Leonard Michels and
Verena Tiefenbeck and
Christian Maier and
Sven Laumer},
title = {Perceived algorithmic fairness: An empirical study of transparency
and anthropomorphism in algorithmic recruiting},
journal = {Inf. Syst. J.},
volume = {34},
number = {2},
pages = {384--414},
year = {2024},
url = {https://doi.org/10.1111/isj.12482},
doi = {10.1111/ISJ.12482},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isj/OchmannMTML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isr/ZhangX24,
author = {Nan Zhang and
Heng Xu},
title = {Fairness of Ratemaking for Catastrophe Insurance: Lessons from Machine
Learning},
journal = {Inf. Syst. Res.},
volume = {35},
number = {2},
pages = {469--488},
year = {2024},
url = {https://doi.org/10.1287/isre.2022.1195},
doi = {10.1287/ISRE.2022.1195},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isr/ZhangX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/LeeDDK24,
author = {Seokjun Lee and
Alexander N. Dudin and
Olga S. Dudina and
Che Soong Kim},
title = {Analysis of a priority queueing system with the enhanced fairness
of servers scheduling},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {15},
number = {1},
pages = {465--477},
year = {2024},
url = {https://doi.org/10.1007/s12652-022-03903-z},
doi = {10.1007/S12652-022-03903-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/LeeDDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/Eva24,
author = {Benjamin Eva},
title = {Individual Fairness, Base Rate Tracking and the Lipschitz Condition},
journal = {J. Artif. Intell. Res.},
volume = {80},
pages = {859--873},
year = {2024},
url = {https://doi.org/10.1613/jair.1.15236},
doi = {10.1613/JAIR.1.15236},
timestamp = {Sun, 14 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/Eva24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/WeertsPFEBAVPBH24,
author = {Hilde J. P. Weerts and
Florian Pfisterer and
Matthias Feurer and
Katharina Eggensperger and
Edward Bergman and
Noor H. Awad and
Joaquin Vanschoren and
Mykola Pechenizkiy and
Bernd Bischl and
Frank Hutter},
title = {Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware
AutoML},
journal = {J. Artif. Intell. Res.},
volume = {79},
pages = {639--677},
year = {2024},
url = {https://doi.org/10.1613/jair.1.14747},
doi = {10.1613/JAIR.1.14747},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/WeertsPFEBAVPBH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcs/SilvaCM24,
author = {Maria Silva and
Iago C. Chaves and
Javam C. Machado},
title = {{LAGOON:} Achieving bounded individual fairness through classification
frequency equalization},
journal = {J. Braz. Comput. Soc.},
volume = {30},
number = {1},
pages = {238--251},
year = {2024},
url = {https://doi.org/10.5753/jbcs.2024.3468},
doi = {10.5753/JBCS.2024.3468},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcs/SilvaCM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/GriffinWLF24,
author = {Ashley C. Griffin and
Karen H. Wang and
Tiffany I. Leung and
Julio C. Facelli},
title = {Recommendations to promote fairness and inclusion in biomedical {AI}
research and clinical use},
journal = {J. Biomed. Informatics},
volume = {157},
pages = {104693},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104693},
doi = {10.1016/J.JBI.2024.104693},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/GriffinWLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KidwaiKhanWSBFW24,
author = {Farah Kidwai{-}Khan and
Rixin Wang and
Melissa Skanderson and
Cynthia A. Brandt and
Samah Jamal Fodeh and
Julie A. Womack},
title = {A roadmap to artificial intelligence {(AI):} Methods for designing
and building {AI} ready data to promote fairness},
journal = {J. Biomed. Informatics},
volume = {154},
pages = {104654},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104654},
doi = {10.1016/J.JBI.2024.104654},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/KidwaiKhanWSBFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/MeerwijkMMT24,
author = {Esther L. Meerwijk and
Duncan C. McElfresh and
Susana B. Martins and
Suzanne R. Tamang},
title = {Evaluating accuracy and fairness of clinical decision support algorithms
when health care resources are limited},
journal = {J. Biomed. Informatics},
volume = {156},
pages = {104664},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104664},
doi = {10.1016/J.JBI.2024.104664},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/MeerwijkMMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/WangWZLLZH24,
author = {Yifei Wang and
Liqin Wang and
Zhengyang Zhou and
John Laurentiev and
Joshua R. Lakin and
Li Zhou and
Pengyu Hong},
title = {Assessing fairness in machine learning models: {A} study of racial
bias using matched counterparts in mortality prediction for patients
with chronic diseases},
journal = {J. Biomed. Informatics},
volume = {156},
pages = {104677},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104677},
doi = {10.1016/J.JBI.2024.104677},
timestamp = {Sat, 10 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/WangWZLLZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/YangLZPHL24,
author = {Yifan Yang and
Mingquan Lin and
Han Zhao and
Yifan Peng and
Furong Huang and
Zhiyong Lu},
title = {A survey of recent methods for addressing {AI} fairness and bias in
biomedicine},
journal = {J. Biomed. Informatics},
volume = {154},
pages = {104646},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104646},
doi = {10.1016/J.JBI.2024.104646},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/YangLZPHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhangRWOEBH24,
author = {Linying Zhang and
Lauren R. Richter and
Yixin Wang and
Anna Ostropolets and
No{\'{e}}mie Elhadad and
David M. Blei and
George Hripcsak},
title = {Causal fairness assessment of treatment allocation with electronic
health records},
journal = {J. Biomed. Informatics},
volume = {155},
pages = {104656},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104656},
doi = {10.1016/J.JBI.2024.104656},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ZhangRWOEBH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcise/XieZSZ24,
author = {Jiarui Xie and
Chonghui Zhang and
Lijun Sun and
Yaoyao Fiona Zhao},
title = {Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design
Based on Active Learning},
journal = {J. Comput. Inf. Sci. Eng.},
volume = {24},
number = {4},
year = {2024},
url = {https://doi.org/10.1115/1.4064408},
doi = {10.1115/1.4064408},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcise/XieZSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/MaoSWPW24,
author = {Yingchi Mao and
Lijuan Shen and
Jun Wu and
Ping Ping and
Jie Wu},
title = {Federated Dynamic Client Selection for Fairness Guarantee in Heterogeneous
Edge Computing},
journal = {J. Comput. Sci. Technol.},
volume = {39},
number = {2},
pages = {139--158},
year = {2024},
url = {https://doi.org/10.1007/s11390-023-2972-9},
doi = {10.1007/S11390-023-2972-9},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
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}
@article{DBLP:journals/jet/Han24,
author = {Xiang Han},
title = {On the efficiency and fairness of deferred acceptance with single
tie-breaking},
journal = {J. Econ. Theory},
volume = {218},
pages = {105842},
year = {2024},
url = {https://doi.org/10.1016/j.jet.2024.105842},
doi = {10.1016/J.JET.2024.105842},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jet/Han24.bib},
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}
@article{DBLP:journals/jhir/WangZCGCG24,
author = {Tongnian Wang and
Kai Zhang and
Jiannan Cai and
Yanmin Gong and
Kim{-}Kwang Raymond Choo and
Yuanxiong Guo},
title = {Analyzing the Impact of Personalization on Fairness in Federated Learning
for Healthcare},
journal = {J. Heal. Informatics Res.},
volume = {8},
number = {2},
pages = {181--205},
year = {2024},
url = {https://doi.org/10.1007/s41666-024-00164-7},
doi = {10.1007/S41666-024-00164-7},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jhir/WangZCGCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/KumariSECN24,
author = {Gitanjali Kumari and
Anubhav Sinha and
Asif Ekbal and
Arindam Chatterjee and
Vinutha B. N.},
title = {Enhancing the fairness of offensive memes detection models by mitigating
unintended political bias},
journal = {J. Intell. Inf. Syst.},
volume = {62},
number = {3},
pages = {735--763},
year = {2024},
url = {https://doi.org/10.1007/s10844-023-00834-9},
doi = {10.1007/S10844-023-00834-9},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/KumariSECN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jlap/MakhloufZP24,
author = {Karima Makhlouf and
Sami Zhioua and
Catuscia Palamidessi},
title = {When causality meets fairness: {A} survey},
journal = {J. Log. Algebraic Methods Program.},
volume = {141},
pages = {101000},
year = {2024},
url = {https://doi.org/10.1016/j.jlamp.2024.101000},
doi = {10.1016/J.JLAMP.2024.101000},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jlap/MakhloufZP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0001C24,
author = {Shu Hu and
George H. Chen},
title = {Fairness in Survival Analysis with Distributionally Robust Optimization},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {246:1--246:85},
year = {2024},
url = {https://jmlr.org/papers/v25/23-0888.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0001C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BandiBKK24,
author = {Hari Bandi and
Dimitris Bertsimas and
Thodoris Koukouvinos and
Sofie Kupiec},
title = {Interpretable algorithmic fairness in structured and unstructured
data},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {215:1--215:42},
year = {2024},
url = {https://jmlr.org/papers/v25/23-0816.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BandiBKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CherianC24,
author = {John J. Cherian and
Emmanuel J. Cand{\`{e}}s},
title = {Statistical Inference for Fairness Auditing},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {149:1--149:49},
year = {2024},
url = {https://jmlr.org/papers/v25/23-0739.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CherianC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DenisEHH24,
author = {Christophe Denis and
Romuald Elie and
Mohamed Hebiri and
Fran{\c{c}}ois Hu},
title = {Fairness guarantees in multi-class classification with demographic
parity},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {130:1--130:46},
year = {2024},
url = {https://jmlr.org/papers/v25/23-0322.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DenisEHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/HaoDZ24,
author = {Hao Hao and
Wei Ding and
Wei Zhang},
title = {Time-continuous computing offloading algorithm with user fairness
guarantee},
journal = {J. Netw. Comput. Appl.},
volume = {223},
pages = {103826},
year = {2024},
url = {https://doi.org/10.1016/j.jnca.2024.103826},
doi = {10.1016/J.JNCA.2024.103826},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/HaoDZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/KimKKL24,
author = {Eunjin Kim and
Junsu Kim and
Jae{-}Hyun Kim and
Howon Lee},
title = {HiMAQ: Hierarchical multi-agent Q-learning-based throughput and fairness
improvement for UAV-Aided IoT networks},
journal = {J. Netw. Comput. Appl.},
volume = {223},
pages = {103813},
year = {2024},
url = {https://doi.org/10.1016/j.jnca.2023.103813},
doi = {10.1016/J.JNCA.2023.103813},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/KimKKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/LiWF24,
author = {Biwei Li and
Xianbin Wang and
Fang Fang},
title = {Maximizing the Value of Service Provisioning in Multi-User {ISAC}
Systems Through Fairness Guaranteed Collaborative Resource Allocation},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {42},
number = {9},
pages = {2243--2258},
year = {2024},
url = {https://doi.org/10.1109/JSAC.2024.3413973},
doi = {10.1109/JSAC.2024.3413973},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/LiWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsait/PuranikGMP24,
author = {Bhagyashree Puranik and
Ozgur Guldogan and
Upamanyu Madhow and
Ramtin Pedarsani},
title = {Long-Term Fairness in Sequential Multi-Agent Selection With Positive
Reinforcement},
journal = {{IEEE} J. Sel. Areas Inf. Theory},
volume = {5},
pages = {424--441},
year = {2024},
url = {https://doi.org/10.1109/JSAIT.2024.3416078},
doi = {10.1109/JSAIT.2024.3416078},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsait/PuranikGMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/RajanSTC24,
author = {Sai Sathiesh Rajan and
Ezekiel O. Soremekun and
Yves Le Traon and
Sudipta Chattopadhyay},
title = {Distribution-aware fairness test generation},
journal = {J. Syst. Softw.},
volume = {215},
pages = {112090},
year = {2024},
url = {https://doi.org/10.1016/j.jss.2024.112090},
doi = {10.1016/J.JSS.2024.112090},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jss/RajanSTC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MollanejadNG24,
author = {Amir Mollanejad and
Ahmad Habibizad Navin and
Shamsollah Ghanbari},
title = {Fairness-aware loss history based federated learning heuristic algorithm},
journal = {Knowl. Based Syst.},
volume = {288},
pages = {111467},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.111467},
doi = {10.1016/J.KNOSYS.2024.111467},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/MollanejadNG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChiuCWSH24,
author = {Ching{-}Hao Chiu and
Yu{-}Jen Chen and
Yawen Wu and
Yiyu Shi and
Tsung{-}Yi Ho},
title = {Achieve fairness without demographics for dermatological disease diagnosis},
journal = {Medical Image Anal.},
volume = {95},
pages = {103188},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103188},
doi = {10.1016/J.MEDIA.2024.103188},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/ChiuCWSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mima/KoreckiKMC24,
author = {Marcin Korecki and
Guillaume K{\"{o}}stner and
Emanuele Martinelli and
Cesare Carissimo},
title = {The Man Behind the Curtain: Appropriating Fairness in {AI}},
journal = {Minds Mach.},
volume = {34},
number = {1},
pages = {7},
year = {2024},
url = {https://doi.org/10.1007/s11023-024-09669-x},
doi = {10.1007/S11023-024-09669-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mima/KoreckiKMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mima/KozcuerMB24,
author = {Cem Kozcuer and
Anne Mollen and
Felix Bie{\ss}mann},
title = {Towards Transnational Fairness in Machine Learning: {A} Case Study
in Disaster Response Systems},
journal = {Minds Mach.},
volume = {34},
number = {2},
pages = {11},
year = {2024},
url = {https://doi.org/10.1007/s11023-024-09663-3},
doi = {10.1007/S11023-024-09663-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mima/KozcuerMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mima/PurificatoBL24,
author = {Erasmo Purificato and
Ludovico Boratto and
Ernesto William De Luca},
title = {Toward a Responsible Fairness Analysis: From Binary to Multiclass
and Multigroup Assessment in Graph Neural Network-Based User Modeling
Tasks},
journal = {Minds Mach.},
volume = {34},
number = {3},
pages = {33},
year = {2024},
url = {https://doi.org/10.1007/s11023-024-09685-x},
doi = {10.1007/S11023-024-09685-X},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mima/PurificatoBL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mima/SzafranB24,
author = {Daria Szafran and
Ruben L. Bach},
title = {"The Human Must Remain the Central Focus": Subjective Fairness Perceptions
in Automated Decision-Making},
journal = {Minds Mach.},
volume = {34},
number = {3},
pages = {24},
year = {2024},
url = {https://doi.org/10.1007/s11023-024-09684-y},
doi = {10.1007/S11023-024-09684-Y},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mima/SzafranB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BenesseGLB24,
author = {Cl{\'{e}}ment Benesse and
Fabrice Gamboa and
Jean{-}Michel Loubes and
Thibaut Boissin},
title = {Fairness seen as global sensitivity analysis},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3205--3232},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06202-y},
doi = {10.1007/S10994-022-06202-Y},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BenesseGLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GoethalsMC24,
author = {Sofie Goethals and
David Martens and
Toon Calders},
title = {PreCoF: counterfactual explanations for fairness},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3111--3142},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06319-8},
doi = {10.1007/S10994-023-06319-8},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GoethalsMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/JuiR24,
author = {Tonni Das Jui and
Pablo Rivas},
title = {Fairness issues, current approaches, and challenges in machine learning
models},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {15},
number = {8},
pages = {3095--3125},
year = {2024},
url = {https://doi.org/10.1007/s13042-023-02083-2},
doi = {10.1007/S13042-023-02083-2},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/JuiR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/LagardeT24,
author = {Antoine Lagarde and
Tristan Tomala},
title = {Optimality and fairness of partisan gerrymandering},
journal = {Math. Program.},
volume = {203},
number = {1},
pages = {9--45},
year = {2024},
url = {https://doi.org/10.1007/s10107-021-01731-1},
doi = {10.1007/S10107-021-01731-1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/LagardeT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/LodiOPS24,
author = {Andrea Lodi and
Philippe Olivier and
Gilles Pesant and
Sriram Sankaranarayanan},
title = {Fairness over time in dynamic resource allocation with an application
in healthcare},
journal = {Math. Program.},
volume = {203},
number = {1},
pages = {285--318},
year = {2024},
url = {https://doi.org/10.1007/s10107-022-01904-6},
doi = {10.1007/S10107-022-01904-6},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/LodiOPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/msom/CaiLYZ24,
author = {Xiaoqiang Cai and
Daniel Zhuoyu Long and
Gen Yu and
Lianmin Zhang},
title = {Multiportfolio Optimization: {A} Fairness-Aware Target-Oriented Model},
journal = {Manuf. Serv. Oper. Manag.},
volume = {26},
number = {3},
pages = {952--971},
year = {2024},
url = {https://doi.org/10.1287/msom.2021.0363},
doi = {10.1287/MSOM.2021.0363},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/msom/CaiLYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/msom/WangNH24,
author = {Yijie Wang and
Viet Anh Nguyen and
Grani A. Hanasusanto},
title = {Wasserstein Robust Classification with Fairness Constraints},
journal = {Manuf. Serv. Oper. Manag.},
volume = {26},
number = {4},
pages = {1567--1585},
year = {2024},
url = {https://doi.org/10.1287/msom.2022.0230},
doi = {10.1287/MSOM.2022.0230},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/msom/WangNH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/NguyenBNV24,
author = {Minh Hieu Nguyen and
Mourad Ba{\"{\i}}ou and
Viet Hung Nguyen and
Thi Quynh Trang Vo},
title = {Generalized nash fairness solutions for bi-objective minimization
problems},
journal = {Networks},
volume = {83},
number = {1},
pages = {83--99},
year = {2024},
url = {https://doi.org/10.1002/net.22182},
doi = {10.1002/NET.22182},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/networks/NguyenBNV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ojcs/AbdeljabarEA24,
author = {Salah Abdeljabar and
Mahmoud Wafik Eltokhey and
Mohamed{-}Slim Alouini},
title = {Sum Rate and Fairness Optimization in RIS-Assisted {VLC} Systems},
journal = {{IEEE} Open J. Commun. Soc.},
volume = {5},
pages = {2555--2566},
year = {2024},
url = {https://doi.org/10.1109/OJCOMS.2024.3389093},
doi = {10.1109/OJCOMS.2024.3389093},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ojcs/AbdeljabarEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/or/XiaoKKVP24,
author = {Siwei Xiao and
Marios Dominikos Kremantzis and
Leonidas{-}Sotirios Kyrgiakos and
George Vlontzos and
Panos M. Pardalos},
title = {Embracing fairness within a cross-efficiency hierarchical network
{DEA} system},
journal = {Oper. Res.},
volume = {24},
number = {1},
pages = {4},
year = {2024},
url = {https://doi.org/10.1007/s12351-023-00811-8},
doi = {10.1007/S12351-023-00811-8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/or/XiaoKKVP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/orl/LiuS24,
author = {Sheng Liu and
Nooshin Salari},
title = {Fairness in accessibility of public service facilities},
journal = {Oper. Res. Lett.},
volume = {55},
pages = {107141},
year = {2024},
url = {https://doi.org/10.1016/j.orl.2024.107141},
doi = {10.1016/J.ORL.2024.107141},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/orl/LiuS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/AlipourEJMMNT24,
author = {Sharareh Alipour and
Sina Elahimanesh and
Soroush Jahanzad and
Iman Mohammadi and
Parimehr Morassafar and
Seyed Parsa Neshaei and
Mojtaba Tefagh},
title = {Improving Grading Fairness and Transparency with Decentralized Collaborative
Peer Assessment},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {8},
number = {{CSCW1}},
pages = {1--24},
year = {2024},
url = {https://doi.org/10.1145/3637350},
doi = {10.1145/3637350},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmhci/AlipourEJMMNT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/MadaioCWV24,
author = {Michael A. Madaio and
Jingya Chen and
Hanna M. Wallach and
Jennifer Wortman Vaughan},
title = {Tinker, Tailor, Configure, Customize: The Articulation Work of Contextualizing
an {AI} Fairness Checklist},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {8},
number = {{CSCW1}},
pages = {1--20},
year = {2024},
url = {https://doi.org/10.1145/3653705},
doi = {10.1145/3653705},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmhci/MadaioCWV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/SarkarL24,
author = {Priya Sarkar and
Cynthia C. S. Liem},
title = {"It's the most fair thing to do but it doesn't make any sense": Perceptions
of Mathematical Fairness Notions by Hiring Professionals},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {8},
number = {{CSCW1}},
pages = {1--35},
year = {2024},
url = {https://doi.org/10.1145/3637360},
doi = {10.1145/3637360},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmhci/SarkarL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmse/XiaoZ00LX24,
author = {Ying Xiao and
Jie M. Zhang and
Yepang Liu and
Mohammad Reza Mousavi and
Sicen Liu and
Dingyuan Xue},
title = {MirrorFair: Fixing Fairness Bugs in Machine Learning Software via
Counterfactual Predictions},
journal = {Proc. {ACM} Softw. Eng.},
volume = {1},
number = {{FSE}},
pages = {2121--2143},
year = {2024},
url = {https://doi.org/10.1145/3660801},
doi = {10.1145/3660801},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmse/XiaoZ00LX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/phycomm/ChenHFC24,
author = {Yueyun Chen and
Conghui Hao and
Jiasi Feng and
Guang Chen},
title = {Optimization of multi-user fairness in RIS-enhanced {UAV} secure transmission
systems},
journal = {Phys. Commun.},
volume = {66},
pages = {102431},
year = {2024},
url = {https://doi.org/10.1016/j.phycom.2024.102431},
doi = {10.1016/J.PHYCOM.2024.102431},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/phycomm/ChenHFC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/phycomm/YangZLY24,
author = {Qiong Yang and
Wei Zhang and
Ying Li and
Yinghui Ye},
title = {Throughput fairness in backscatter-assisted cognitive radio networks
with short packets},
journal = {Phys. Commun.},
volume = {66},
pages = {102433},
year = {2024},
url = {https://doi.org/10.1016/j.phycom.2024.102433},
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timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/phycomm/YangZLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/LondonoHHKVV24,
author = {Laura Londo{\~{n}}o and
Juana Valeria Hurtado and
Nora Hertz and
Philipp Kellmeyer and
Silja Voeneky and
Abhinav Valada},
title = {Fairness and Bias in Robot Learning},
journal = {Proc. {IEEE}},
volume = {112},
number = {4},
pages = {305--330},
year = {2024},
url = {https://doi.org/10.1109/JPROC.2024.3403898},
doi = {10.1109/JPROC.2024.3403898},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/LondonoHHKVV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pomacs/ZhangMC24,
author = {Yiguang Zhang and
Reetahan Mukhopadhyay and
Augustin Chaintreau},
title = {Network Fairness Ambivalence: When does social network capital mitigate
or amplify unfairness?},
journal = {Proc. {ACM} Meas. Anal. Comput. Syst.},
volume = {8},
number = {2},
pages = {25:1--25:28},
year = {2024},
url = {https://doi.org/10.1145/3656017},
doi = {10.1145/3656017},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pomacs/ZhangMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/VeldhuizenSVK24,
author = {Bart Veldhuizen and
Gabriele Spini and
Thijs Veugen and
Lisa Kohl},
title = {Extending the Security of {SPDZ} with Fairness},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2024},
number = {2},
pages = {330--350},
year = {2024},
url = {https://doi.org/10.56553/popets-2024-0053},
doi = {10.56553/POPETS-2024-0053},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/VeldhuizenSVK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FangYKSD24,
author = {Meiling Fang and
Wufei Yang and
Arjan Kuijper and
Vitomir Struc and
Naser Damer},
title = {Fairness in face presentation attack detection},
journal = {Pattern Recognit.},
volume = {147},
pages = {110002},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2023.110002},
doi = {10.1016/J.PATCOG.2023.110002},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/FangYKSD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/publications/PoljakP24,
author = {Ljiljana Poljak and
Kristina Posavec},
title = {FAIRness of Research Data in the European Humanities Landscape},
journal = {Publ.},
volume = {12},
number = {1},
pages = {6},
year = {2024},
url = {https://doi.org/10.3390/publications12010006},
doi = {10.3390/PUBLICATIONS12010006},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/publications/PoljakP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/NagdaSAL24,
author = {Heena Nagda and
Shubhendra Pal Singhal and
Mohammad Javad Amiri and
Boon Thau Loo},
title = {Rashnu: Data-Dependent Order-Fairness},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {9},
pages = {2335--2348},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p2335-amiri.pdf},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/NagdaSAL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rairo/DuJTW24,
author = {Xianjin Du and
Shan Jiang and
Shaokun Tao and
Shulei Wang},
title = {Cooperative advertising and coordination in a supply chain: the role
of Nash bargaining fairness concerns},
journal = {{RAIRO} Oper. Res.},
volume = {58},
number = {1},
pages = {1--18},
year = {2024},
url = {https://doi.org/10.1051/ro/2023179},
doi = {10.1051/RO/2023179},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rairo/DuJTW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/AbushaegaGM24,
author = {Mastoor M. Abushaega and
Andr{\'{e}}s D. Gonz{\'{a}}lez and
Osamah Y. Moshebah},
title = {A fairness-based multi-objective distribution and restoration model
for enhanced resilience of supply chain transportation networks},
journal = {Reliab. Eng. Syst. Saf.},
volume = {251},
pages = {110314},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110314},
doi = {10.1016/J.RESS.2024.110314},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/AbushaegaGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KwonP24,
author = {Lam Kwon and
Eun{-}Chan Park},
title = {Contention-Less Multi-Link Synchronous Transmission for Throughput
Enhancement and Heterogeneous Fairness in Wi-Fi 7},
journal = {Sensors},
volume = {24},
number = {11},
pages = {3642},
year = {2024},
url = {https://doi.org/10.3390/s24113642},
doi = {10.3390/S24113642},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/KwonP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZhuSZCZB24,
author = {Chun Zhu and
Ying Shi and
Haitao Zhao and
Keqi Chen and
Tianyu Zhang and
Chongyu Bao},
title = {A Fairness-Enhanced Federated Learning Scheduling Mechanism for UAV-Assisted
Emergency Communication},
journal = {Sensors},
volume = {24},
number = {5},
pages = {1599},
year = {2024},
url = {https://doi.org/10.3390/s24051599},
doi = {10.3390/S24051599},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ZhuSZCZB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ChuWZ24,
author = {Zhibo Chu and
Zichong Wang and
Wenbin Zhang},
title = {Fairness in Large Language Models: {A} Taxonomic Survey},
journal = {{SIGKDD} Explor.},
volume = {26},
number = {1},
pages = {34--48},
year = {2024},
url = {https://doi.org/10.1145/3682112.3682117},
doi = {10.1145/3682112.3682117},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/ChuWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sj/YuanBLW24,
author = {Lina Yuan and
Suzhi Bi and
Xiaohui Lin and
Hui Wang},
title = {Throughput Fairness Optimization for Cluster-Based Collaboration},
journal = {{IEEE} Syst. J.},
volume = {18},
number = {1},
pages = {551--559},
year = {2024},
url = {https://doi.org/10.1109/JSYST.2024.3351714},
doi = {10.1109/JSYST.2024.3351714},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sj/YuanBLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sosym/CimattiGGMT24,
author = {Alessandro Cimatti and
Luca Geatti and
Nicola Gigante and
Angelo Montanari and
Stefano Tonetta},
title = {Fairness, assumptions, and guarantees for extended bounded response
{LTL+P} synthesis},
journal = {Softw. Syst. Model.},
volume = {23},
number = {2},
pages = {427--453},
year = {2024},
url = {https://doi.org/10.1007/s10270-023-01122-4},
doi = {10.1007/S10270-023-01122-4},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sosym/CimattiGGMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/Liang24,
author = {Yuan Liang},
title = {{FAER:} Fairness-Aware Event-Participant Recommendation in Event-Based
Social Networks},
journal = {{IEEE} Trans. Big Data},
volume = {10},
number = {5},
pages = {655--668},
year = {2024},
url = {https://doi.org/10.1109/TBDATA.2024.3372409},
doi = {10.1109/TBDATA.2024.3372409},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/Liang24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/LiuTSLL24,
author = {Renping Liu and
Zhenhua Tan and
Yan Shen and
Linbo Long and
Duo Liu},
title = {Fair-ZNS: Enhancing Fairness in {ZNS} SSDs Through Self-Balancing
{I/O} Scheduling},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {43},
number = {7},
pages = {2012--2022},
year = {2024},
url = {https://doi.org/10.1109/TCAD.2022.3232997},
doi = {10.1109/TCAD.2022.3232997},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/LiuTSLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasII/AwasthiS24,
author = {Sateesh Kumar Awasthi and
Yatindra Nath Singh},
title = {Analysis of the Convergence of Biased Contribution Index: {A} Fairness
Index},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {71},
number = {3},
pages = {1541--1545},
year = {2024},
url = {https://doi.org/10.1109/TCSII.2023.3326182},
doi = {10.1109/TCSII.2023.3326182},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcasII/AwasthiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/LiuYLY24,
author = {Jun Liu and
Gang Yang and
Ying{-}Chang Liang and
Chau Yuen},
title = {Max-Min Fairness in RIS-Assisted Anti-Jamming Communications: Optimization
Versus Deep Reinforcement Learning Approaches},
journal = {{IEEE} Trans. Commun.},
volume = {72},
number = {7},
pages = {4476--4492},
year = {2024},
url = {https://doi.org/10.1109/TCOMM.2024.3371359},
doi = {10.1109/TCOMM.2024.3371359},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/LiuYLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/ZhuTDFPH24,
author = {Wenbo Zhu and
Hoang Duong Tuan and
Eryk Dutkiewicz and
Yong Fang and
H. Vincent Poor and
Lajos Hanzo},
title = {Long-Term Rate-Fairness-Aware Beamforming Based Massive {MIMO} Systems},
journal = {{IEEE} Trans. Commun.},
volume = {72},
number = {4},
pages = {2386--2398},
year = {2024},
url = {https://doi.org/10.1109/TCOMM.2023.3342232},
doi = {10.1109/TCOMM.2023.3342232},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/ZhuTDFPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/WuFW24,
author = {Di Wu and
Qilong Feng and
Jianxin Wang},
title = {Approximation algorithms for fair \emph{k}-median problem without
fairness violation},
journal = {Theor. Comput. Sci.},
volume = {985},
pages = {114332},
year = {2024},
url = {https://doi.org/10.1016/j.tcs.2023.114332},
doi = {10.1016/J.TCS.2023.114332},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/WuFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/IgnatiusB24,
author = {Hargyo Tri Nugroho Ignatius and
Rami Bahsoon},
title = {Equity, Equality, and Need: Digital Twin Approach for Fairness-Aware
Task Assignment of Heterogeneous Crowdsourced Logistics},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {11},
number = {3},
pages = {3420--3431},
year = {2024},
url = {https://doi.org/10.1109/TCSS.2023.3321940},
doi = {10.1109/TCSS.2023.3321940},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/IgnatiusB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ZhangLCX24,
author = {Yanling Zhang and
Yin Li and
Xiaojie Chen and
Guangming Xie},
title = {Emergence of Fairness Behavior Driven by Reputation-Based Voluntary
Participation in Evolutionary Dictator Games},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {11},
number = {3},
pages = {3483--3492},
year = {2024},
url = {https://doi.org/10.1109/TCSS.2023.3335396},
doi = {10.1109/TCSS.2023.3335396},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/ZhangLCX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ZhangZL24,
author = {Peiguang Zhang and
Haibin Zhu and
Dongning Liu},
title = {Equality or Equity? {E-CARGO} Perspectives on the Fairness of Education},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {11},
number = {2},
pages = {1926--1936},
year = {2024},
url = {https://doi.org/10.1109/TCSS.2023.3276917},
doi = {10.1109/TCSS.2023.3276917},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/ZhangZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ZhangZWFS24,
author = {Congcong Zhang and
Jingya Zhou and
Jin Wang and
Jianxi Fan and
Yingdan Shi},
title = {Fairness-Aware Competitive Bidding Influence Maximization in Social
Networks},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {11},
number = {2},
pages = {2147--2159},
year = {2024},
url = {https://doi.org/10.1109/TCSS.2023.3285605},
doi = {10.1109/TCSS.2023.3285605},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/ZhangZWFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/CaoWFDZQR24,
author = {Guodong Cao and
Zhibo Wang and
Yunhe Feng and
Xiaowei Dong and
Zhifei Zhang and
Zhan Qin and
Kui Ren},
title = {Task-Free Fairness-Aware Bias Mitigation for Black-Box Deployed Models},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {21},
number = {4},
pages = {3390--3405},
year = {2024},
url = {https://doi.org/10.1109/TDSC.2023.3328663},
doi = {10.1109/TDSC.2023.3328663},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/CaoWFDZQR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/ChenliTLJ24,
author = {Changhao Chenli and
Wenyi Tang and
Hyeonbum Lee and
Taeho Jung},
title = {Fair{\textdollar}\{2\}{\textdollar}2Trade: Digital Trading Platform
Ensuring Exchange and Distribution Fairness},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {21},
number = {5},
pages = {4827--4842},
year = {2024},
url = {https://doi.org/10.1109/TDSC.2024.3362196},
doi = {10.1109/TDSC.2024.3362196},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/ChenliTLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/JiangYCSWM24,
author = {Tao Jiang and
Xu Yuan and
Qiong Cheng and
Yulong Shen and
Liangmin Wang and
Jianfeng Ma},
title = {FairECom: Towards Proof of E-Commerce Fairness Against Price Discrimination},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {21},
number = {4},
pages = {3528--3544},
year = {2024},
url = {https://doi.org/10.1109/TDSC.2023.3334197},
doi = {10.1109/TDSC.2023.3334197},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/JiangYCSWM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/XuHDZXNYL24,
author = {Guowen Xu and
Xingshuo Han and
Gelei Deng and
Tianwei Zhang and
Shengmin Xu and
Jianting Ning and
Anjia Yang and
Hongwei Li},
title = {VerifyML: Obliviously Checking Model Fairness Resilient to Malicious
Model Holder},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {21},
number = {4},
pages = {1785--1800},
year = {2024},
url = {https://doi.org/10.1109/TDSC.2023.3290562},
doi = {10.1109/TDSC.2023.3290562},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/XuHDZXNYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/teco/EbadianKPS24,
author = {Soroush Ebadian and
Anson Kahng and
Dominik Peters and
Nisarg Shah},
title = {Optimized Distortion and Proportional Fairness in Voting},
journal = {{ACM} Trans. Economics and Comput.},
volume = {12},
number = {1},
pages = {3:1--3:39},
year = {2024},
url = {https://doi.org/10.1145/3640760},
doi = {10.1145/3640760},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/teco/EbadianKPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/telsys/Kim24,
author = {Se{-}Jin Kim},
title = {Fairness based dynamic channel assignment for in-building ultra dense
networks},
journal = {Telecommun. Syst.},
volume = {85},
number = {1},
pages = {29--40},
year = {2024},
url = {https://doi.org/10.1007/s11235-023-01070-w},
doi = {10.1007/S11235-023-01070-W},
timestamp = {Sun, 04 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/telsys/Kim24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tem/CuiJZ24,
author = {Yu Cui and
Hao Jiao and
Guozhen Zhao},
title = {A Heuristic for All? {A} Multiple Needs Approach to Fairness Heuristic
Formation in Digital Transformation in Chinese Work Organizations},
journal = {{IEEE} Trans. Engineering Management},
volume = {71},
pages = {13684--13696},
year = {2024},
url = {https://doi.org/10.1109/TEM.2020.3045415},
doi = {10.1109/TEM.2020.3045415},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tem/CuiJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tem/LiangWX24,
author = {Decui Liang and
Yiqi Wu and
Zeshui Xu},
title = {A New Coordination Service Design Method for Government Website Considering
the Kansei Needs and the Fairness of User Groups},
journal = {{IEEE} Trans. Engineering Management},
volume = {71},
pages = {1912--1926},
year = {2024},
url = {https://doi.org/10.1109/TEM.2022.3165976},
doi = {10.1109/TEM.2022.3165976},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tem/LiangWX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tem/ZhouLRY24,
author = {Chi Zhou and
Xinyu Li and
Yufei Ren and
Jing Yu},
title = {How Do Fairness Concern and Power Structure Affect Competition Between
E-Platforms and Third-Party Sellers?},
journal = {{IEEE} Trans. Engineering Management},
volume = {71},
pages = {7479--7495},
year = {2024},
url = {https://doi.org/10.1109/TEM.2023.3262318},
doi = {10.1109/TEM.2023.3262318},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tem/ZhouLRY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/GronowskiPAGB24,
author = {Adam Gronowski and
William Paul and
Fady Alajaji and
Bahman Gharesifard and
Philippe Burlina},
title = {Classification Utility, Fairness, and Compactness via Tunable Information
Bottleneck and R{\'{e}}nyi Measures},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
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pages = {1630--1645},
year = {2024},
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timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
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author = {Zachary McBride Lazri and
Ivan Brugere and
Xin Tian and
Dana Dachman{-}Soled and
Antigoni Polychroniadou and
Danial Dervovic and
Min Wu},
title = {A Canonical Data Transformation for Achieving Inter- and Within-Group
Fairness},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {7449--7464},
year = {2024},
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timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/LazriBTDPDW24.bib},
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@article{DBLP:journals/tifs/LiZSLCTLY24,
author = {Shiyu Li and
Yuan Zhang and
Yaqing Song and
Hongbo Liu and
Nan Cheng and
Dahai Tao and
Hongwei Li and
Kan Yang},
title = {Beyond Security: Achieving Fairness in Mailmen-Assisted Timed Data
Delivery},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {6425--6440},
year = {2024},
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timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/LiZSLCTLY24.bib},
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@article{DBLP:journals/tifs/MaoYYZ24,
author = {Yunlong Mao and
Zhujing Ye and
Xinyu Yuan and
Sheng Zhong},
title = {Secure Model Aggregation Against Poisoning Attacks for Cross-Silo
Federated Learning With Robustness and Fairness},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {6321--6336},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2024.3416042},
doi = {10.1109/TIFS.2024.3416042},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/MaoYYZ24.bib},
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@article{DBLP:journals/tip/ZhangCHL24,
author = {Fan Zhang and
Chong Chen and
Xian{-}Sheng Hua and
Xiao Luo},
title = {{FATE:} Learning Effective Binary Descriptors With Group Fairness},
journal = {{IEEE} Trans. Image Process.},
volume = {33},
pages = {3648--3661},
year = {2024},
url = {https://doi.org/10.1109/TIP.2024.3406134},
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timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
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}
@article{DBLP:journals/tist/LewisVNT24,
author = {Cody Lewis and
Vijay Varadharajan and
Nasimul Noman and
Udaya Kiran Tupakula},
title = {Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous
Federated Learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {15},
number = {3},
pages = {56:1--56:30},
year = {2024},
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doi = {10.1145/3652613},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LewisVNT24.bib},
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@article{DBLP:journals/tist/PessachTS24,
author = {Dana Pessach and
Tamir Tassa and
Erez Shmueli},
title = {Fairness-Driven Private Collaborative Machine Learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {15},
number = {2},
pages = {27:1--27:30},
year = {2024},
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doi = {10.1145/3639368},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/PessachTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/YangXCLWDD24,
author = {Zheng Yang and
Lu Xia and
Jingjing Cui and
Xingwang Li and
Yi Wu and
Zhicheng Dong and
Zhiguo Ding},
title = {User Fairness Optimization of IRS-Assisted Cooperative {MISO-NOMA}
for {ITS} With {SWIPT}},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {25},
number = {7},
pages = {6861--6872},
year = {2024},
url = {https://doi.org/10.1109/TITS.2023.3343368},
doi = {10.1109/TITS.2023.3343368},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/YangXCLWDD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BrzezinskiSSSSAIY24,
author = {Dariusz Brzezinski and
Julia Stachowiak and
Jerzy Stefanowski and
Izabela Szczech and
Robert Susmaga and
Sofya Aksenyuk and
Uladzimir Ivashka and
Oleksandr Yasinskyi},
title = {Properties of Fairness Measures in the Context of Varying Class Imbalance
and Protected Group Ratios},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {7},
pages = {170},
year = {2024},
url = {https://doi.org/10.1145/3654659},
doi = {10.1145/3654659},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BrzezinskiSSSSAIY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenRPTWYKDA24,
author = {April Chen and
Ryan A. Rossi and
Namyong Park and
Puja Trivedi and
Yu Wang and
Tong Yu and
Sungchul Kim and
Franck Dernoncourt and
Nesreen K. Ahmed},
title = {Fairness-Aware Graph Neural Networks: {A} Survey},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {6},
pages = {138:1--138:23},
year = {2024},
url = {https://doi.org/10.1145/3649142},
doi = {10.1145/3649142},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenRPTWYKDA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KoseS24,
author = {{\"{O}}yk{\"{u}} Deniz K{\"{o}}se and
Yanning Shen},
title = {FairGAT: Fairness-Aware Graph Attention Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {7},
pages = {164},
year = {2024},
url = {https://doi.org/10.1145/3645096},
doi = {10.1145/3645096},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/KoseS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuCX24,
author = {Yao Wu and
Jian Cao and
Guandong Xu},
title = {Fairness in Recommender Systems: Evaluation Approaches and Assurance
Strategies},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {1},
pages = {10:1--10:37},
year = {2024},
url = {https://doi.org/10.1145/3604558},
doi = {10.1145/3604558},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuCX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoMWJKC24,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Feng Chen},
title = {Dynamic Environment Responsive Online Meta-Learning with Fairness
Awareness},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {6},
pages = {153:1--153:23},
year = {2024},
url = {https://doi.org/10.1145/3648684},
doi = {10.1145/3648684},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhaoMWJKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuLLXYC24,
author = {Xinqi Du and
Ziyue Li and
Cheng Long and
Yongheng Xing and
Philip S. Yu and
Hechang Chen},
title = {FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient
Reinforcement Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {9},
pages = {4678--4692},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3376745},
doi = {10.1109/TKDE.2024.3376745},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DuLLXYC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HeXCSBGRJ24,
author = {Erhu He and
Yiqun Xie and
Weiye Chen and
Sergii Skakun and
Han Bao and
Rahul Ghosh and
Praveen Ravirathinam and
Xiaowei Jia},
title = {Learning With Location-Based Fairness: {A} Statistically-Robust Framework
and Acceleration},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {9},
pages = {4750--4765},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3371460},
doi = {10.1109/TKDE.2024.3371460},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HeXCSBGRJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HeZWYNC24,
author = {Hui He and
Qi Zhang and
Shoujin Wang and
Kun Yi and
Zhendong Niu and
Longbing Cao},
title = {Learning Informative Representation for Fairness-Aware Multivariate
Time-Series Forecasting: {A} Group-Based Perspective},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2504--2516},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3323956},
doi = {10.1109/TKDE.2023.3323956},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HeZWYNC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunJYS24,
author = {Jiahui Sun and
Haiming Jin and
Zhaoxing Yang and
Lu Su},
title = {Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under
Budget Constraint via Joint Order Dispatching and Driver Repositioning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {7},
pages = {3348--3362},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3348491},
doi = {10.1109/TKDE.2023.3348491},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SunJYS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/LunichKM24,
author = {Marco L{\"{u}}nich and
Birte Keller and
Frank Marcinkowski},
title = {Fairness of Academic Performance Prediction for the Distribution of
Support Measures for Students: Differences in Perceived Fairness of
Distributive Justice Norms},
journal = {Technol. Knowl. Learn.},
volume = {29},
number = {2},
pages = {1079--1107},
year = {2024},
url = {https://doi.org/10.1007/s10758-023-09698-y},
doi = {10.1007/S10758-023-09698-Y},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkl/LunichKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/DehoLLLZJ24,
author = {Oscar Blessed Deho and
Lin Liu and
Jiuyong Li and
Jixue Liu and
Chen Zhan and
Srecko Joksimovic},
title = {When the Past != The Future: Assessing the Impact of Dataset Drift
on the Fairness of Learning Analytics Models},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {17},
pages = {1007--1020},
year = {2024},
url = {https://doi.org/10.1109/TLT.2024.3351352},
doi = {10.1109/TLT.2024.3351352},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlt/DehoLLLZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/KarmakarKA24a,
author = {Raja Karmakar and
Georges Kaddoum and
Ouassima Akhrif},
title = {A Novel Federated Learning-Based Smart Power and 3D Trajectory Control
for Fairness Optimization in Secure UAV-Assisted {MEC} Services},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {5},
pages = {4832--4848},
year = {2024},
url = {https://doi.org/10.1109/TMC.2023.3298935},
doi = {10.1109/TMC.2023.3298935},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/KarmakarKA24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/LiLMHXX24,
author = {Yafei Li and
Huiling Li and
Baolong Mei and
Xin Huang and
Jianliang Xu and
Mingliang Xu},
title = {Fairness-Guaranteed Task Assignment for Crowdsourced Mobility Services},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {5},
pages = {5385--5400},
year = {2024},
url = {https://doi.org/10.1109/TMC.2023.3310591},
doi = {10.1109/TMC.2023.3310591},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/LiLMHXX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/WangHJWMZDZ24,
author = {Guang Wang and
Sihong He and
Lin Jiang and
Shuai Wang and
Fei Miao and
Fan Zhang and
Zheng Dong and
Desheng Zhang},
title = {FairMove: {A} Data-Driven Vehicle Displacement System for Jointly
Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {6},
pages = {6785--6802},
year = {2024},
url = {https://doi.org/10.1109/TMC.2023.3326676},
doi = {10.1109/TMC.2023.3326676},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/WangHJWMZDZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/WangXL24,
author = {Xuchuang Wang and
Hong Xie and
John C. S. Lui},
title = {Analyzing Queueing Problems via Bandits With Linear Reward {\&}
Nonlinear Workload Fairness},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {4},
pages = {3410--3423},
year = {2024},
url = {https://doi.org/10.1109/TMC.2023.3276158},
doi = {10.1109/TMC.2023.3276158},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/WangXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/ZhangJGC24,
author = {Jiale Zhang and
Tianxiang Jiang and
Xiaofeng Gao and
Guihai Chen},
title = {An Online Fairness-Aware Task Planning Approach for Spatial Crowdsourcing},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {1},
pages = {150--163},
year = {2024},
url = {https://doi.org/10.1109/TMC.2022.3229112},
doi = {10.1109/TMC.2022.3229112},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmc/ZhangJGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LuoTSPSZEW24,
author = {Yan Luo and
Yu Tian and
Min Shi and
Louis R. Pasquale and
Lucy Q. Shen and
Nazlee Zebardast and
Tobias Elze and
Mengyu Wang},
title = {Harvard Glaucoma Fairness: {A} Retinal Nerve Disease Dataset for Fairness
Learning and Fair Identity Normalization},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {7},
pages = {2623--2633},
year = {2024},
url = {https://doi.org/10.1109/TMI.2024.3377552},
doi = {10.1109/TMI.2024.3377552},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LuoTSPSZEW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BlandinK24,
author = {Jack Blandin and
Ian A. Kash},
title = {Group Fairness in Reinforcement Learning via Multi-Objective Rewards},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cueEUSG7lE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BlandinK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChakarIJT24,
author = {Berkay Chakar and
Amina Izbassar and
Mina Janicijevic and
Jakub Tomaszewski},
title = {Reproducibility Study: Equal Improvability: {A} New Fairness Notion
Considering the Long-Term Impact},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Yj8fUQGXXL},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChakarIJT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KenfackKA24,
author = {Patrik Joslin Kenfack and
Samira Ebrahimi Kahou and
Ulrich A{\"{\i}}vodji},
title = {A Survey on Fairness Without Demographics},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3HE4vPNIfX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KenfackKA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PonticelliLKB24,
author = {Lucas Ponticelli and
Vincent Loos and
Eren Kocadag and
Kacper Bartosik},
title = {Reproducibility study of "Robust Fair Clustering: {A} Novel Fairness
Attack and Defense Framework"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Xu1sEPhjqH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PonticelliLKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SkylitsisFNN24,
author = {Iason Skylitsis and
Zheng Feng and
Idries Nasim and
Camille Niessink},
title = {Reproducibility Study of "Robust Fair Clustering: {A} Novel Fairness
Attack and Defense Framework"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=H1hLNjwrGy},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SkylitsisFNN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YaoZL0L24,
author = {Wei Yao and
Zhanke Zhou and
Zhicong Li and
Bo Han and
Yong Liu},
title = {Understanding Fairness Surrogate Functions in Algorithmic Fairness},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iBgmoMTlaz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YaoZL0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/LiZHGW24,
author = {Zhaoyi Li and
Ping Zhong and
Jiawei Huang and
Feng Gao and
Jian{-}Xin Wang},
title = {Achieving QoE Fairness in Bitrate Allocation of 360{\textdegree} Video
Streaming},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {1169--1178},
year = {2024},
url = {https://doi.org/10.1109/TMM.2023.3277286},
doi = {10.1109/TMM.2023.3277286},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/LiZHGW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShiYL24,
author = {Yuxin Shi and
Han Yu and
Cyril Leung},
title = {Towards Fairness-Aware Federated Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {9},
pages = {11922--11938},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3263594},
doi = {10.1109/TNNLS.2023.3263594},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ShiYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WeiH24,
author = {Xiao{-}Xiang Wei and
Hua Huang},
title = {Balanced Federated Semisupervised Learning With Fairness-Aware Pseudo-Labeling},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {7},
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author = {Mohammad Nassar and
Ori Rottenstreich and
Ariel Orda},
title = {{CFTO:} Communication-Aware Fairness in Blockchain Transaction Ordering},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {21},
number = {1},
pages = {490--506},
year = {2024},
url = {https://doi.org/10.1109/TNSM.2023.3298201},
doi = {10.1109/TNSM.2023.3298201},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
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author = {Tania Panayiotou and
Georgios Ellinas},
title = {Balancing Efficiency and Fairness in Resource Allocation for Optical
Networks},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {21},
number = {1},
pages = {389--401},
year = {2024},
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doi = {10.1109/TNSM.2023.3304426},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
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author = {Wei Chen and
Yiqing Wu and
Zhao Zhang and
Fuzhen Zhuang and
Zhongshi He and
Ruobing Xie and
Feng Xia},
title = {FairGap: Fairness-Aware Recommendation via Generating Counterfactual
Graph},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {4},
pages = {94:1--94:25},
year = {2024},
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timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ChenWZZHXX24.bib},
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author = {John P. Lalor and
Ahmed Abbasi and
Kezia Oketch and
Yi Yang and
Nicole Forsgren},
title = {Should Fairness be a Metric or a Model? {A} Model-based Framework
for Assessing Bias in Machine Learning Pipelines},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {4},
pages = {99:1--99:41},
year = {2024},
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doi = {10.1145/3641276},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/LalorAOYF24.bib},
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author = {Tetsuya Sakai and
Jinyoung Kim and
Inho Kang},
title = {A Versatile Framework for Evaluating Ranked Lists in Terms of Group
Fairness and Relevance},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {1},
pages = {11:1--11:36},
year = {2024},
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biburl = {https://dblp.org/rec/journals/tois/SakaiKK24.bib},
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author = {Pengyang Shao and
Le Wu and
Kun Zhang and
Defu Lian and
Richang Hong and
Yong Li and
Meng Wang},
title = {Average User-Side Counterfactual Fairness for Collaborative Filtering},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {5},
pages = {140:1--140:26},
year = {2024},
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timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ShaoWZLHLW24.bib},
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author = {Xiangmeng Wang and
Qian Li and
Dianer Yu and
Qing Li and
Guandong Xu},
title = {Counterfactual Explanation for Fairness in Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {4},
pages = {106:1--106:30},
year = {2024},
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timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/WangLYLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WuCX24,
author = {Yao Wu and
Jian Cao and
Guandong Xu},
title = {{FASTER:} {A} Dynamic Fairness-assurance Strategy for Session-based
Recommender Systems},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {1},
pages = {5:1--5:26},
year = {2024},
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timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/WuCX24.bib},
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}
@article{DBLP:journals/tois/YangWQZC24,
author = {Hao Yang and
Xian Wu and
Zhaopeng Qiu and
Yefeng Zheng and
Xu Chen},
title = {Distributional Fairness-aware Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {5},
pages = {131:1--131:28},
year = {2024},
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doi = {10.1145/3652854},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/YangWQZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/MacDavidCR24,
author = {Robert MacDavid and
Xiaoqi Chen and
Jennifer Rexford},
title = {Scalable Real-Time Bandwidth Fairness in Switches},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {32},
number = {2},
pages = {1423--1434},
year = {2024},
url = {https://doi.org/10.1109/TNET.2023.3317172},
doi = {10.1109/TNET.2023.3317172},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/MacDavidCR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Danfeng Shan and
Linbing Jiang and
Peng Zhang and
Wanchun Jiang and
Hao Li and
Yazhe Tang and
Fengyuan Ren},
title = {Enforcing Fairness in the Traffic Policer Among Heterogeneous Congestion
Control Algorithms},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {32},
number = {1},
pages = {34--49},
year = {2024},
url = {https://doi.org/10.1109/TNET.2023.3276410},
doi = {10.1109/TNET.2023.3276410},
timestamp = {Sat, 02 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ton/ShanJZJLTR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ton/YuanWWARZF24,
author = {Yali Yuan and
Weijun Wang and
Yuhan Wang and
Sripriya Srikant Adhatarao and
Bangbang Ren and
Kai Zheng and
Xiaoming Fu},
title = {Joint Optimization of QoE and Fairness for Adaptive Video Streaming
in Heterogeneous Mobile Environments},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {32},
number = {1},
pages = {50--64},
year = {2024},
url = {https://doi.org/10.1109/TNET.2023.3277729},
doi = {10.1109/TNET.2023.3277729},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ton/YuanWWARZF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tors/RahmaniND24,
author = {Hossein A. Rahmani and
Mohammadmehdi Naghiaei and
Yashar Deldjoo},
title = {A Personalized Framework for Consumer and Producer Group Fairness
Optimization in Recommender Systems},
journal = {Trans. Recomm. Syst.},
volume = {2},
number = {3},
pages = {19:1--19:24},
year = {2024},
url = {https://doi.org/10.1145/3651167},
doi = {10.1145/3651167},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tors/RahmaniND24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Zhenpeng Chen and
Jie M. Zhang and
Max Hort and
Mark Harman and
Federica Sarro},
title = {Fairness Testing: {A} Comprehensive Survey and Analysis of Trends},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {33},
number = {5},
pages = {137:1--137:59},
year = {2024},
url = {https://doi.org/10.1145/3652155},
doi = {10.1145/3652155},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/ChenZHHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tosem/LiXWGLML24,
author = {Tianlin Li and
Xiaofei Xie and
Jian Wang and
Qing Guo and
Aishan Liu and
Lei Ma and
Yang Liu},
title = {Faire: Repairing Fairness of Neural Networks via Neuron Condition
Synthesis},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {33},
number = {1},
pages = {21:1--21:24},
year = {2024},
url = {https://doi.org/10.1145/3617168},
doi = {10.1145/3617168},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/LiXWGLML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/SunCZH24,
author = {Zeyu Sun and
Zhenpeng Chen and
Jie Zhang and
Dan Hao},
title = {Fairness Testing of Machine Translation Systems},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {33},
number = {6},
pages = {156},
year = {2024},
url = {https://doi.org/10.1145/3664608},
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timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/SunCZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tpds/ZhouCCXH24,
author = {Jingwen Zhou and
Feifei Chen and
Guangming Cui and
Yong Xiang and
Qiang He},
title = {FEUAGame: Fairness-Aware Edge User Allocation for App Vendors},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {8},
pages = {1429--1443},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2024.3409548},
doi = {10.1109/TPDS.2024.3409548},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ZhouCCXH24.bib},
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@article{DBLP:journals/transci/NeriaT24,
author = {Gal Neria and
Michal Tzur},
title = {The Dynamic Pickup and Allocation with Fairness Problem},
journal = {Transp. Sci.},
volume = {58},
number = {4},
pages = {821--840},
year = {2024},
url = {https://doi.org/10.1287/trsc.2023.0228},
doi = {10.1287/TRSC.2023.0228},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/transci/NeriaT24.bib},
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@article{DBLP:journals/tsc/LuLJZWW24,
author = {Jianfeng Lu and
Haibo Liu and
Riheng Jia and
Zhao Zhang and
Xiong Wang and
Jiangtao Wang},
title = {Incentivizing Proportional Fairness for Multi-Task Allocation in Crowdsensing},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {17},
number = {3},
pages = {990--1000},
year = {2024},
url = {https://doi.org/10.1109/TSC.2023.3325636},
doi = {10.1109/TSC.2023.3325636},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/LuLJZWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/ShiLXBS24,
author = {Xiaoyu Shi and
Quanliang Liu and
Hong Xie and
Yanan Bai and
Mingsheng Shang},
title = {Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender
Systems},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {17},
number = {3},
pages = {1029--1043},
year = {2024},
url = {https://doi.org/10.1109/TSC.2024.3349636},
doi = {10.1109/TSC.2024.3349636},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/ShiLXBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tsc/ZhangYD24,
author = {Cheng Zhang and
Jianwei Yin and
Shuiguang Deng},
title = {Ensuring Fairness in Edge Networks: {A} GNN-Based Media Workload Migration
Scheme With Fairness Guarantee},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {17},
number = {3},
pages = {934--948},
year = {2024},
url = {https://doi.org/10.1109/TSC.2023.3298695},
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timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/ZhangYD24.bib},
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@article{DBLP:journals/tse/ZhengLWC24,
author = {Wei Zheng and
Lidan Lin and
Xiaoxue Wu and
Xiang Chen},
title = {An Empirical Study on Correlations Between Deep Neural Network Fairness
and Neuron Coverage Criteria},
journal = {{IEEE} Trans. Software Eng.},
volume = {50},
number = {3},
pages = {391--412},
year = {2024},
url = {https://doi.org/10.1109/TSE.2023.3349001},
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timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/ZhengLWC24.bib},
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author = {Sen Zhan and
Johan Morren and
Wouter van den Akker and
Anne van der Molen and
Nikolaos G. Paterakis and
Johannes G. Slootweg},
title = {Fairness-Incorporated Online Feedback Optimization for Real-Time Distribution
Grid Management},
journal = {{IEEE} Trans. Smart Grid},
volume = {15},
number = {2},
pages = {1792--1806},
year = {2024},
url = {https://doi.org/10.1109/TSG.2023.3315481},
doi = {10.1109/TSG.2023.3315481},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/ZhanMAMPS24.bib},
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@article{DBLP:journals/tsipn/Fonseca24,
author = {Benedito J. B. Fonseca},
title = {Fairness With Low Resentment in Distributed Sensor Systems to Detect
Emitters},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {10},
pages = {552--564},
year = {2024},
url = {https://doi.org/10.1109/TSIPN.2024.3414146},
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timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/Fonseca24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvt/ChenTFYPH24,
author = {Yufeng Chen and
Hoang Duong Tuan and
Yong Fang and
Hongwen Yu and
H. Vincent Poor and
Lajos Hanzo},
title = {Enhancing the Downlink Rate Fairness of Low-Resolution Active RIS-Aided
Signaling by Closed-Form Expression-Based Iterative Optimization},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {6},
pages = {8013--8029},
year = {2024},
url = {https://doi.org/10.1109/TVT.2023.3349292},
doi = {10.1109/TVT.2023.3349292},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/ChenTFYPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvt/JiangHS24,
author = {Hao Jiang and
Shiying Han and
Guiling Sun},
title = {Fairness-Aware Intelligent Multi-BD Scheduling in Symbiotic Radio
Networks Using Soft Actor-Critic},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {6},
pages = {9125--9130},
year = {2024},
url = {https://doi.org/10.1109/TVT.2024.3357829},
doi = {10.1109/TVT.2024.3357829},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/JiangHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yeongjun Kim and
Jonggyu Jang and
Hyun Jong Yang},
title = {Distributed Resource Allocation and User Association for Max-Min Fairness
in HetNets},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {2},
pages = {2983--2988},
year = {2024},
url = {https://doi.org/10.1109/TVT.2023.3316610},
doi = {10.1109/TVT.2023.3316610},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/KimJY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvt/LingZHYWW24,
author = {Chen Ling and
Weizhe Zhang and
Hui He and
Rahul Yadav and
Jiayin Wang and
Desheng Wang},
title = {QoS and Fairness Oriented Dynamic Computation Offloading in the Internet
of Vehicles Based on Estimate Time of Arrival},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {7},
pages = {10554--10571},
year = {2024},
url = {https://doi.org/10.1109/TVT.2024.3364669},
doi = {10.1109/TVT.2024.3364669},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/LingZHYWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvt/WanJNNPX24,
author = {Zixian Wan and
Weiheng Jiang and
Jiangtian Nie and
Dusit Niyato and
Cunhua Pan and
Zehui Xiong},
title = {Min-Max Fairness Based Joint Optimal Design for IRS-Assisted {MEC}
Systems},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {8},
pages = {11949--11963},
year = {2024},
url = {https://doi.org/10.1109/TVT.2024.3377434},
doi = {10.1109/TVT.2024.3377434},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/WanJNNPX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvt/YuTNDH24,
author = {Hongwen Yu and
Hoang Duong Tuan and
Ali A. Nasir and
Eryk Dutkiewicz and
Lajos Hanzo},
title = {Rate-Fairness-Aware Low Resolution RIS-Aided Multi-User {OFDM} Beamforming},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {2},
pages = {2401--2415},
year = {2024},
url = {https://doi.org/10.1109/TVT.2023.3321657},
doi = {10.1109/TVT.2023.3321657},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/YuTNDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yiyang Zhang and
Tianying Zhong and
Yuan Wang and
Jiaheng Wang and
Kang Zheng and
Xiaohu You},
title = {Max-Min Fairness for Uplink {NOMA} Systems With Finite Blocklength},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {3},
pages = {4447--4452},
year = {2024},
url = {https://doi.org/10.1109/TVT.2023.3326972},
doi = {10.1109/TVT.2023.3326972},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/ZhangZWWZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/twc/DizdarSYW24,
author = {Onur Dizdar and
Ata Sattarzadeh and
Yi Xien Yap and
Stephen Wang},
title = {{RSMA} for Overloaded {MIMO} Networks: Low-Complexity Design for Max-Min
Fairness},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {23},
number = {6},
pages = {6156--6173},
year = {2024},
url = {https://doi.org/10.1109/TWC.2023.3330373},
doi = {10.1109/TWC.2023.3330373},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/DizdarSYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/twc/NguyenNNWTCJ24,
author = {Nhan Thanh Nguyen and
Van{-}Dinh Nguyen and
Hieu Van Nguyen and
Qingqing Wu and
Antti T{\"{o}}lli and
Symeon Chatzinotas and
Markku J. Juntti},
title = {Fairness Enhancement of {UAV} Systems With Hybrid Active-Passive {RIS}},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {23},
number = {5},
pages = {4379--4396},
year = {2024},
url = {https://doi.org/10.1109/TWC.2023.3317934},
doi = {10.1109/TWC.2023.3317934},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/NguyenNNWTCJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/WangYCXCQT24,
author = {Yufei Wang and
Zheng Yang and
Jingjing Cui and
Peng Xu and
Gaojie Chen and
Tony Q. S. Quek and
Rahim Tafazolli},
title = {Optimizing the Fairness of {STAR-RIS} and {NOMA} Assisted Integrated
Sensing and Communication Systems},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {23},
number = {6},
pages = {5895--5907},
year = {2024},
url = {https://doi.org/10.1109/TWC.2023.3328872},
doi = {10.1109/TWC.2023.3328872},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/WangYCXCQT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/ZhuTDPH24,
author = {Wenbo Zhu and
Hoang Duong Tuan and
Eryk Dutkiewicz and
H. Vincent Poor and
Lajos Hanzo},
title = {Max-Min Rate Optimization of Low-Complexity Hybrid Multi-User Beamforming
Maintaining Rate-Fairness},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {23},
number = {6},
pages = {5648--5662},
year = {2024},
url = {https://doi.org/10.1109/TWC.2023.3327659},
doi = {10.1109/TWC.2023.3327659},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/ZhuTDPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/DeldjooJBDZ24,
author = {Yashar Deldjoo and
Dietmar Jannach and
Alejandro Bellog{\'{\i}}n and
Alessandro Difonzo and
Dario Zanzonelli},
title = {Fairness in recommender systems: research landscape and future directions},
journal = {User Model. User Adapt. Interact.},
volume = {34},
number = {1},
pages = {59--108},
year = {2024},
url = {https://doi.org/10.1007/s11257-023-09364-z},
doi = {10.1007/S11257-023-09364-Z},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/umuai/DeldjooJBDZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/ZhaoZWDYPJZ24,
author = {Yan Zhao and
Kai Zheng and
Ziwei Wang and
Liwei Deng and
Bin Yang and
Torben Bach Pedersen and
Christian S. Jensen and
Xiaofang Zhou},
title = {Coalition-based task assignment with priority-aware fairness in spatial
crowdsourcing},
journal = {{VLDB} J.},
volume = {33},
number = {1},
pages = {163--184},
year = {2024},
url = {https://doi.org/10.1007/s00778-023-00802-3},
doi = {10.1007/S00778-023-00802-3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/ZhaoZWDYPJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wc/ChenXHWCFG24,
author = {Jinsong Chen and
Wenchao Xu and
Penghui Hu and
Jian Wang and
Ke Chen and
Yijun Feng and
Song Guo},
title = {Toward Multi-User Access Fairness in Reconfigurable Intelligent Surface
Assisted Wireless Networks},
journal = {{IEEE} Wirel. Commun.},
volume = {31},
number = {3},
pages = {362--367},
year = {2024},
url = {https://doi.org/10.1109/MWC.019.2200606},
doi = {10.1109/MWC.019.2200606},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wc/ChenXHWCFG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wcl/MashdourSLSL24,
author = {Saeed Mashdour and
Shirin Salehi and
Rodrigo C. de Lamare and
Anke Schmeink and
Jo{\~{a}}o Paulo S. H. Lima},
title = {Clustering and Scheduling With Fairness Based on Information Rates
for Cell-Free {MIMO} Networks},
journal = {{IEEE} Wirel. Commun. Lett.},
volume = {13},
number = {7},
pages = {1798--1802},
year = {2024},
url = {https://doi.org/10.1109/LWC.2024.3388318},
doi = {10.1109/LWC.2024.3388318},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wcl/MashdourSLSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/YeJXSD24,
author = {Changqing Ye and
Hong Jiang and
Hongliang Xu and
Haoxin Shi and
Liping Deng},
title = {Joint active and passive beamforming optimization for IRS-assisted
downlink {MISO-URLLC} in max-min fairness},
journal = {Wirel. Networks},
volume = {30},
number = {3},
pages = {1479--1491},
year = {2024},
url = {https://doi.org/10.1007/s11276-023-03550-y},
doi = {10.1007/S11276-023-03550-Y},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/winet/YeJXSD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/ObayiuwanaUI24,
author = {Enoruwa Obayiuwana and
Uyota Uyota and
Oluwafemi Ipinnimo},
title = {Radio Resource Allocation Fairness in Cooperative Cognitive Radio
Relay Networks},
journal = {Wirel. Pers. Commun.},
volume = {136},
number = {4},
pages = {2595--2619},
year = {2024},
url = {https://doi.org/10.1007/s11277-024-11422-7},
doi = {10.1007/S11277-024-11422-7},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/ObayiuwanaUI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMse/TrotterC24,
author = {Christina Trotter and
Yixin Chen},
title = {Exploring Fairness-Accuracy Trade-Offs in Binary Classification: {A}
Comparative Analysis Using Modified Loss Functions},
booktitle = {Proceedings of the 2024 {ACM} Southeast Conference, {ACM} {SE} 2024,
Marietta, GA, USA, April 18-20, 2024},
pages = {148--156},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3603287.3651192},
doi = {10.1145/3603287.3651192},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ACMse/TrotterC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/FarayolaBSCT24,
author = {Michael Mayowa Farayola and
Malika Bendechache and
Takfarinas Saber and
Regina Connolly and
Irina Tal},
title = {Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective
Optimization Application in Recidivism Models},
booktitle = {Proceedings of the 19th International Conference on Availability,
Reliability and Security, {ARES} 2024, Vienna, Austria, 30 July 2024
- 2 August 2024},
pages = {114:1--114:10},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3664476.3669978},
doi = {10.1145/3664476.3669978},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEares/FarayolaBSCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BadarSNF24,
author = {Maryam Badar and
Sandipan Sikdar and
Wolfgang Nejdl and
Marco Fisichella},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy
and Fairness in Federated Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {10962--10970},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.28971},
doi = {10.1609/AAAI.V38I10.28971},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BadarSNF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenXJH0AZ24,
author = {Weiye Chen and
Yiqun Xie and
Xiaowei Jia and
Erhu He and
Han Bao and
Bang An and
Xun Zhou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Referee-Meta-Learning for Fast Adaptation of Locational Fairness},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21949--21957},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30197},
doi = {10.1609/AAAI.V38I20.30197},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenXJH0AZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Cheng24,
author = {Lu Cheng},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Demystifying Algorithmic Fairness in an Uncertain World},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22662},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30278},
doi = {10.1609/AAAI.V38I20.30278},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Cheng24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengYCPC24,
author = {Shu{-}Ling Cheng and
Chin{-}Yuan Yeh and
Ting{-}An Chen and
Eliana Pastor and
Ming{-}Syan Chen},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {FedGCR: Achieving Performance and Fairness for Federated Learning
with Distinct Client Types via Group Customization and Reweighting},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {11498--11506},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.29031},
doi = {10.1609/AAAI.V38I10.29031},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengYCPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/EhyaeiMKSF24,
author = {Ahmad{-}Reza Ehyaei and
Kiarash Mohammadi and
Amir{-}Hossein Karimi and
Samira Samadi and
Golnoosh Farnadi},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Causal Adversarial Perturbations for Individual Fairness and Robustness
in Heterogeneous Data Spaces},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {11847--11855},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.29070},
doi = {10.1609/AAAI.V38I10.29070},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/EhyaeiMKSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ElkindOT24,
author = {Edith Elkind and
Svetlana Obraztsova and
Nicholas Teh},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Temporal Fairness in Multiwinner Voting},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22633--22640},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30273},
doi = {10.1609/AAAI.V38I20.30273},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ElkindOT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Han0ZL0YLY24,
author = {Zhongxuan Han and
Chaochao Chen and
Xiaolin Zheng and
Meng Li and
Weiming Liu and
Binhui Yao and
Yuyuan Li and
Jianwei Yin},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Intra- and Inter-group Optimal Transport for User-Oriented Fairness
in Recommender Systems},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {8463--8471},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28689},
doi = {10.1609/AAAI.V38I8.28689},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Han0ZL0YLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HavaldarCSNR24,
author = {Shreyas Havaldar and
Jatin Chauhan and
Karthikeyan Shanmugam and
Jay Nandy and
Aravindan Raghuveer},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff
with Few Unlabeled Test Samples},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12331--12339},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29124},
doi = {10.1609/AAAI.V38I11.29124},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HavaldarCSNR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Hosseini24,
author = {Hadi Hosseini},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {The Fairness Fair: Bringing Human Perception into Collective Decision-Making},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22624--22631},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30272},
doi = {10.1609/AAAI.V38I20.30272},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Hosseini24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/IslamCC24,
author = {Rashidul Islam and
Huiyuan Chen and
Yiwei Cai},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Fairness without Demographics through Shared Latent Space-Based Debiasing},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12717--12725},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29167},
doi = {10.1609/AAAI.V38I11.29167},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IslamCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Jang0H24,
author = {Taeuk Jang and
Xiaoqian Wang and
Heng Huang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Adversarial Fairness Network},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22159--22166},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30220},
doi = {10.1609/AAAI.V38I20.30220},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Jang0H24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangHFLZMH24,
author = {Zhimeng Jiang and
Xiaotian Han and
Chao Fan and
Zirui Liu and
Na Zou and
Ali Mostafavi and
Xia Hu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Chasing Fairness in Graphs: {A} {GNN} Architecture Perspective},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21214--21222},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30115},
doi = {10.1609/AAAI.V38I19.30115},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangHFLZMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuiCBRK24,
author = {Nicholas Lui and
Bryan Chia and
William Berrios and
Candace Ross and
Douwe Kiela},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Leveraging Diffusion Perturbations for Measuring Fairness in Computer
Vision},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14220--14228},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29333},
doi = {10.1609/AAAI.V38I13.29333},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LuiCBRK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinghKC24,
author = {Daman Deep Singh and
Amit Kumar and
Abhijnan Chakraborty},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Towards Fairness in Online Service with {K} Servers and Its Application
on Fair Food Delivery},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {19929--19936},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.29969},
doi = {10.1609/AAAI.V38I18.29969},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinghKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TeuberB24,
author = {Samuel Teuber and
Bernhard Beckert},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {An Information-Flow Perspective on Algorithmic Fairness},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15337--15345},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29458},
doi = {10.1609/AAAI.V38I14.29458},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TeuberB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangXL24,
author = {Shufan Wang and
Guojun Xiong and
Jian Li},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15616--15624},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29489},
doi = {10.1609/AAAI.V38I14.29489},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangXLJ0JX24,
author = {Zhihao Wang and
Yiqun Xie and
Zhili Li and
Xiaowei Jia and
Zhe Jiang and
Aolin Jia and
Shuo Xu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22420--22428},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30249},
doi = {10.1609/AAAI.V38I20.30249},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangXLJ0JX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangLYS24,
author = {Cheng Yang and
Jixi Liu and
Yunhe Yan and
Chuan Shi},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive
Information Neutralization},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {9241--9249},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28776},
doi = {10.1609/AAAI.V38I8.28776},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangLYS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangRLGGC24,
author = {Kaixun Yang and
Mladen Rakovic and
Yuyang Li and
Quanlong Guan and
Dragan Gasevic and
Guanliang Chen},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Unveiling the Tapestry of Automated Essay Scoring: {A} Comprehensive
Investigation of Accuracy, Fairness, and Generalizability},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22466--22474},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30254},
doi = {10.1609/AAAI.V38I20.30254},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangRLGGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZayedMSBC24,
author = {Abdelrahman Zayed and
Gon{\c{c}}alo Mordido and
Samira Shabanian and
Ioana Baldini and
Sarath Chandar},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Fairness-Aware Structured Pruning in Transformers},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22484--22492},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30256},
doi = {10.1609/AAAI.V38I20.30256},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZayedMSBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang24,
author = {Wenbin Zhang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Fairness with Censorship: Bridging the Gap between Fairness Research
and Real-World Deployment},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22685},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30301},
doi = {10.1609/AAAI.V38I20.30301},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhang24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLCTO24,
author = {Xuechen Zhang and
Mingchen Li and
Jiasi Chen and
Christos Thrampoulidis and
Samet Oymak},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Class-Attribute Priors: Adapting Optimization to Heterogeneity and
Fairness Objective},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {16890--16898},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29631},
doi = {10.1609/AAAI.V38I15.29631},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangLCTO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLLZ24,
author = {Yixuan Zhang and
Boyu Li and
Zenan Ling and
Feng Zhou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Mitigating Label Bias in Machine Learning: Fairness through Confident
Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {16917--16925},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29634},
doi = {10.1609/AAAI.V38I15.29634},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangLLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoWZWAD24,
author = {Yuying Zhao and
Yu Wang and
Yi Zhang and
Pamela J. Wisniewski and
Charu C. Aggarwal and
Tyler Derr},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness
in Online Dating Recommendations Based on User Sexual Orientation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22547--22555},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30263},
doi = {10.1609/AAAI.V38I20.30263},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoWZWAD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acisp/BayreutherBDMM24,
author = {Saskia Bayreuther and
Robin Berger and
Felix D{\"{o}}rre and
Jeremias Mechler and
J{\"{o}}rn M{\"{u}}ller{-}Quade},
editor = {Tianqing Zhu and
Yannan Li},
title = {Hidden {\textdollar}{\textbackslash}varDelta {\textdollar}-Fairness:
{A} Novel Notion for Fair Secure Two-Party Computation},
booktitle = {Information Security and Privacy - 29th Australasian Conference, {ACISP}
2024, Sydney, NSW, Australia, July 15-17, 2024, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14896},
pages = {330--349},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5028-3\_17},
doi = {10.1007/978-981-97-5028-3\_17},
timestamp = {Tue, 30 Jul 2024 21:29:21 +0200},
biburl = {https://dblp.org/rec/conf/acisp/BayreutherBDMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FelknerTM24,
author = {Virginia K. Felkner and
Jennifer A. Thompson and
Jonathan May},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {{GPT} is Not an Annotator: The Necessity of Human Annotation in Fairness
Benchmark Construction},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {14104--14115},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.760},
timestamp = {Mon, 26 Aug 2024 16:40:51 +0200},
biburl = {https://dblp.org/rec/conf/acl/FelknerTM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LernerDAG24,
author = {Maria Lerner and
Florian E. Dorner and
Elliott Ash and
Naman Goel},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Whose Preferences? Differences in Fairness Preferences and Their Impact
on the Fairness of {AI} Utilizing Human Feedback},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {9403--9425},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.509},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LernerDAG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiDSWW24,
author = {Yingji Li and
Mengnan Du and
Rui Song and
Xin Wang and
Ying Wang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained
Language Models},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {3773--3786},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-acl.226},
timestamp = {Tue, 27 Aug 2024 17:38:11 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiDSWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SpliethoverMW24,
author = {Maximilian Splieth{\"{o}}ver and
Sai Nikhil Menon and
Henning Wachsmuth},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Disentangling Dialect from Social Bias via Multitask Learning to Improve
Fairness},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {9294--9313},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-acl.553},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SpliethoverMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZayedMBC24,
author = {Abdelrahman Zayed and
Gon{\c{c}}alo Mordido and
Ioana Baldini and
Sarath Chandar},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Why Don't Prompt-Based Fairness Metrics Correlate?},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {9002--9019},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.487},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZayedMBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/CabralPM24,
author = {Luciano de Souza Cabral and
Filipe Dwan Pereira and
Rafael Ferreira Mello},
editor = {Andrew M. Olney and
Irene{-}Angelica Chounta and
Zitao Liu and
Olga C. Santos and
Ig Ibert Bittencourt},
title = {Enhancing Algorithmic Fairness in Student Performance Prediction Through
Unbiased and Equitable Machine Learning Models},
booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results,
Workshops and Tutorials, Industry and Innovation Tracks, Practitioners,
Doctoral Consortium and Blue Sky - 25th International Conference,
{AIED} 2024, Recife, Brazil, July 8-12, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2150},
pages = {418--426},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-64315-6\_39},
doi = {10.1007/978-3-031-64315-6\_39},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/CabralPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LalleBVL24,
author = {S{\'{e}}bastien Lall{\'{e}} and
Fran{\c{c}}ois Bouchet and
M{\'{e}}lina Verger and
Vanda Luengo},
editor = {Andrew M. Olney and
Irene{-}Angelica Chounta and
Zitao Liu and
Olga C. Santos and
Ig Ibert Bittencourt},
title = {Fairness of {MOOC} Completion Predictions Across Demographics and
Contextual Variables},
booktitle = {Artificial Intelligence in Education - 25th International Conference,
{AIED} 2024, Recife, Brazil, July 8-12, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14829},
pages = {379--393},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-64302-6\_27},
doi = {10.1007/978-3-031-64302-6\_27},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/LalleBVL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiiot/LiA24,
author = {Jiyao Li and
Vicki H. Allan},
title = {Supply-Demand Balancing and Fairness Enhancement in Ride-Sharing Services:
{A} Graph Reinforcement Learning Based Approach},
booktitle = {{IEEE} World {AI} IoT Congress, AIIoT 2024, Seattle, WA, USA, May
29-31, 2024},
pages = {91--99},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/AIIoT61789.2024.10579024},
doi = {10.1109/AIIOT61789.2024.10579024},
timestamp = {Wed, 24 Jul 2024 13:12:54 +0200},
biburl = {https://dblp.org/rec/conf/aiiot/LiA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/HanH24,
author = {Zewei Han and
Go Hasegawa},
editor = {Leonard Barolli},
title = {{BBR-R:} Improving BBR's {RTT} Fairness by Dynamically Adjusting Delay
Detection Intervals},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 38th International Conference on Advanced Information Networking
and Applications (AINA-2024), Kitakyushu, Japan, 17-19 April, 2024,
Volume 1},
series = {Lecture Notes on Data Engineering and Communications Technologies},
volume = {199},
pages = {67--77},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-57840-3\_7},
doi = {10.1007/978-3-031-57840-3\_7},
timestamp = {Fri, 12 Apr 2024 15:34:52 +0200},
biburl = {https://dblp.org/rec/conf/aina/HanH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AbroshanEK24,
author = {Mahed Abroshan and
Andrew Elliott and
Mohammad Mahdi Khalili},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Imposing Fairness Constraints in Synthetic Data Generation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2269--2277},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/abroshan24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AbroshanEK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BarrainkuaGLQ24,
author = {Ainhize Barrainkua and
Paula Gordaliza and
Jos{\'{e}} Antonio Lozano and
Novi Quadrianto},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Uncertainty Matters: Stable Conclusions under Unstable Assessment
of Fairness Results},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {1198--1206},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/barrainkua24a.html},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BarrainkuaGLQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BlumOSS24,
author = {Avrim Blum and
Princewill Okoroafor and
Aadirupa Saha and
Kevin M. Stangl},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {On the Vulnerability of Fairness Constrained Learning to Malicious
Noise},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4096--4104},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/blum24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BlumOSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ByunSOLW24,
author = {Yewon Byun and
Dylan Sam and
Michael Oberst and
Zachary C. Lipton and
Bryan Wilder},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Auditing Fairness under Unobserved Confounding},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4339--4347},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/byun24a.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ByunSOLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HalabiTNV24,
author = {Marwa El Halabi and
Jakub Tarnawski and
Ashkan Norouzi{-}Fard and
Thuy{-}Duong Vuong},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Fairness in Submodular Maximization over a Matroid Constraint},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {1027--1035},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/el-halabi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HalabiTNV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JangGS024,
author = {Taeuk Jang and
Hongchang Gao and
Pengyi Shi and
Xiaoqian Wang},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Achieving Fairness through Separability: {A} Unified Framework for
Fair Representation Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {28--36},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/jang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JangGS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MartinezBS24,
author = {Natalia Mart{\'{\i}}nez and
Mart{\'{\i}}n Bertr{\'{a}}n and
Guillermo Sapiro},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Achieving Group Distributional Robustness and Minimax Group Fairness
with Interpolating Classifiers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2629--2637},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/l-martinez24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MartinezBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WardZC24,
author = {Joshua John Ward and
Xianli Zeng and
Guang Cheng},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {FairRR: Pre-Processing for Group Fairness through Randomized Response},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {3826--3834},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/john-ward24a.html},
timestamp = {Sat, 27 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WardZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/KnippschildBRP24,
author = {Stefanie Knippschild and
Sebastian K. Boell and
Kai Riemer and
Sandra Peter},
editor = {Michelle Carter and
Kelly J. Fadel and
Thomas O. Meservy and
Deborah J. Armstrong and
Amit Deokar and
Matthew L. Jensen},
title = {Finding Algorithmic Fairness: An Analysis of how Literature Considers
Algorithmic Fairness from Different Stakeholder Perspectives},
booktitle = {30th Americas Conference on Information Systems: Elevating Life through
Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT,
USA, August 15-17, 2024},
publisher = {Association for Information Systems},
year = {2024},
url = {https://aisel.aisnet.org/amcis2024/ai\_aa/ai\_aa/18},
timestamp = {Mon, 22 Jul 2024 14:42:57 +0200},
biburl = {https://dblp.org/rec/conf/amcis/KnippschildBRP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/Messer24,
author = {Uwe Messer},
editor = {Michelle Carter and
Kelly J. Fadel and
Thomas O. Meservy and
Deborah J. Armstrong and
Amit Deokar and
Matthew L. Jensen},
title = {Corrupted by Greed: Developer Profit Orientation as a Signal of Fairness
and Transparency in {AI} Systems},
booktitle = {30th Americas Conference on Information Systems: Elevating Life through
Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT,
USA, August 15-17, 2024},
publisher = {Association for Information Systems},
year = {2024},
url = {https://aisel.aisnet.org/amcis2024/sig\_hci/sig\_hci/7},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcis/Messer24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/QinHC24,
author = {Liuliu Qin and
Yuming He and
Lan Cao},
editor = {Michelle Carter and
Kelly J. Fadel and
Thomas O. Meservy and
Deborah J. Armstrong and
Amit Deokar and
Matthew L. Jensen},
title = {Unveiling the Relationship Between Algorithmic Controls and Fairness
Monitoring},
booktitle = {30th Americas Conference on Information Systems: Elevating Life through
Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT,
USA, August 15-17, 2024},
publisher = {Association for Information Systems},
year = {2024},
url = {https://aisel.aisnet.org/amcis2024/cnow/cnow/2},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcis/QinHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apnet/ZhangF024,
author = {Zhiping Zhang and
Hongwei Fu and
Changda Wang},
title = {Joint Optimization for Fairness-Revenue Adjustable Network Slices
Embedding},
booktitle = {Proceedings of the 8th Asia-Pacific Workshop on Networking, APNet
2024, Sydney, Australia, August 3-4, 2024},
pages = {202--203},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663408.3665817},
doi = {10.1145/3663408.3665817},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apnet/ZhangF024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/HeWZLW24,
author = {Jiatong He and
Libing Wu and
Zhuangzhuang Zhang and
Na Lu and
Xuejiang Wei},
editor = {Wenjie Zhang and
Anthony K. H. Tung and
Zhonglong Zheng and
Zhengyi Yang and
Xiaoyang Wang},
title = {Client Evaluation and Revision in Federated Learning: Towards Defending
Free-Riders and Promoting Fairness},
booktitle = {Web and Big Data - 8th International Joint Conference, APWeb-WAIM
2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {14964},
pages = {100--118},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-7241-4\_7},
doi = {10.1007/978-981-97-7241-4\_7},
timestamp = {Wed, 04 Sep 2024 21:11:47 +0200},
biburl = {https://dblp.org/rec/conf/apweb/HeWZLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ZhuZYD24,
author = {Kaiqin Zhu and
Jiping Zheng and
Zhengchen Yang and
Jie Dong},
editor = {Wenjie Zhang and
Anthony K. H. Tung and
Zhonglong Zheng and
Zhengyi Yang and
Xiaoyang Wang and
Hongjie Guo},
title = {Identifying Rank-Happiness Maximizing Sets Under Group Fairness Constraints},
booktitle = {Web and Big Data - 8th International Joint Conference, APWeb-WAIM
2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {14963},
pages = {325--341},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-7238-4\_21},
doi = {10.1007/978-981-97-7238-4\_21},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/ZhuZYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/QinHYXA024,
author = {Ruiyang Qin and
Yuting Hu and
Zheyu Yan and
Jinjun Xiong and
Ahmed Abbasi and
Yiyu Shi},
title = {{FL-NAS:} Towards Fairness of {NAS} for Resource Constrained Devices
via Large Language Models : (Invited Paper)},
booktitle = {Proceedings of the 29th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2024, Incheon, Korea, January 22-25, 2024},
pages = {429--434},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ASP-DAC58780.2024.10473847},
doi = {10.1109/ASP-DAC58780.2024.10473847},
timestamp = {Thu, 22 Aug 2024 15:31:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/QinHYXA024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AdigaTFMRSVWKBS24,
author = {Abhijin Adiga and
Yohai Trabelsi and
Tanvir Ferdousi and
Madhav V. Marathe and
S. S. Ravi and
Samarth Swarup and
Anil Kumar S. Vullikanti and
Mandy L. Wilson and
Sarit Kraus and
Reetwika Basu and
Supriya Savalkar and
Matthew Yourek and
Michael Brady and
Kirti Rajagopalan and
Jonathan Yoder},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Value-based Resource Matching with Fairness Criteria: Application
to Agricultural Water Trading},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {13--21},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662847},
doi = {10.5555/3635637.3662847},
timestamp = {Wed, 26 Jun 2024 14:06:50 +0200},
biburl = {https://dblp.org/rec/conf/atal/AdigaTFMRSVWKBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChoKLLL0YY24,
author = {Sung{-}Ho Cho and
Kei Kimura and
Kiki Liu and
Kwei{-}guu Liu and
Zhengjie Liu and
Zhaohong Sun and
Kentaro Yahiro and
Makoto Yokoo},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Fairness and Efficiency Trade-off in Two-sided Matching},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {372--380},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662886},
doi = {10.5555/3635637.3662886},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ChoKLLL0YY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CimpeanJLN24,
author = {Alexandra Cimpean and
Catholijn M. Jonker and
Pieter Libin and
Ann Now{\'{e}}},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {A Reinforcement Learning Framework for Studying Group and Individual
Fairness},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2216--2218},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663112},
doi = {10.5555/3635637.3663112},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/CimpeanJLN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DamleSG24,
author = {Sankarshan Damle and
Varul Srivastava and
Sujit Gujar},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {No Transaction Fees? No Problem! Achieving Fairness in Transaction
Fee Mechanism Design},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2228--2230},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663116},
doi = {10.5555/3635637.3663116},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/DamleSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Hummel024,
author = {Halvard Hummel and
Ayumi Igarashi},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Keeping the Harmony Between Neighbors: Local Fairness in Graph Fair
Division},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {852--860},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662939},
doi = {10.5555/3635637.3662939},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Hummel024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Lam000W24,
author = {Alexander Lam and
Haris Aziz and
Bo Li and
Fahimeh Ramezani and
Toby Walsh},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Proportional Fairness in Obnoxious Facility Location},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {1075--1083},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662963},
doi = {10.5555/3635637.3662963},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Lam000W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MicheelW24,
author = {Karl Jochen Micheel and
Ana{\"{e}}lle Wilczynski},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Fairness in Repeated House Allocation},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2390--2392},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663170},
doi = {10.5555/3635637.3663170},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/MicheelW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Pokhriyal0GDG24,
author = {Subham Pokhriyal and
Shweta Jain and
Ganesh Ghalme and
Swapnil Dhamal and
Sujit Gujar},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Simultaneously Achieving Group Exposure Fairness and Within-Group
Meritocracy in Stochastic Bandits},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {1576--1584},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663018},
doi = {10.5555/3635637.3663018},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Pokhriyal0GDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SmitS24,
author = {Jacobus Smit and
Fernando P. Santos},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Fairness and Cooperation between Independent Reinforcement Learners
through Indirect Reciprocity},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2468--2470},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663196},
doi = {10.5555/3635637.3663196},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SmitS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SolankiG024,
author = {Sambhav Solanki and
Sujit Gujar and
Shweta Jain},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Fairness and Privacy Guarantees in Federated Contextual Bandits},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2471--2473},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663197},
doi = {10.5555/3635637.3663197},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SolankiG024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Sood0G24,
author = {Archit Sood and
Shweta Jain and
Sujit Gujar},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Fairness of Exposure in Online Restless Multi-armed Bandits},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2474--2476},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663198},
doi = {10.5555/3635637.3663198},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Sood0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Teh24,
author = {Nicholas Teh},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Distributive and Temporal Fairness in Algorithmic Collective Decision-Making},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2779--2781},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663284},
doi = {10.5555/3635637.3663284},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Teh24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ThorveMVMS24,
author = {Swapna Thorve and
Henning S. Mortveit and
Anil Vullikanti and
Madhav V. Marathe and
Samarth Swarup},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Assessing Fairness of Residential Dynamic Pricing for Electricity
using Active Learning with Agent-based Simulation},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {1827--1836},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663045},
doi = {10.5555/3635637.3663045},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ThorveMVMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcomp/000124,
author = {Christopher G. Harris},
editor = {Herwig Unger and
Jinseok Chae and
Young{-}Koo Lee and
Christian Wagner and
Chaokun Wang and
Mehdi Bennis and
Mahasak Ketcham and
Young{-}Kyoon Suh and
Hyuk{-}Yoon Kwon},
title = {Combining Human-in-the-Loop Systems and {AI} Fairness Toolkits to
Reduce Age Bias in {AI} Job Hiring Algorithms},
booktitle = {{IEEE} International Conference on Big Data and Smart Computing, BigComp
2024, Bangkok, Thailand, February 18-21, 2024},
pages = {60--66},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigComp60711.2024.00019},
doi = {10.1109/BIGCOMP60711.2024.00019},
timestamp = {Thu, 18 Apr 2024 16:24:12 +0200},
biburl = {https://dblp.org/rec/conf/bigcomp/000124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioma/YustePD24,
author = {Javier Yuste and
Eduardo G. Pardo and
Abraham Duarte},
editor = {Marc Sevaux and
Alexandru{-}Liviu Olteanu and
Eduardo G. Pardo and
Angelo Sifaleras and
Salma Makboul},
title = {Optimization of Fairness and Accuracy on Logistic Regression Models},
booktitle = {Metaheuristics - 15th International Conference, {MIC} 2024, Lorient,
France, June 4-7, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14753},
pages = {383--389},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-62912-9\_37},
doi = {10.1007/978-3-031-62912-9\_37},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bioma/YustePD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/AbdullaAGKV24,
author = {Parosh Aziz Abdulla and
Mohamed Faouzi Atig and
Adwait Godbole and
Shankara Narayanan Krishna and
Mihir Vahanwala},
editor = {Stefan Kiefer and
Jan Kret{\'{\i}}nsk{\'{y}} and
Anton{\'{\i}}n Kucera},
title = {Fairness and Liveness Under Weak Consistency},
booktitle = {Taming the Infinities of Concurrency - Essays Dedicated to Javier
Esparza on the Occasion of His 60th Birthday},
series = {Lecture Notes in Computer Science},
volume = {14660},
pages = {1--21},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56222-8\_1},
doi = {10.1007/978-3-031-56222-8\_1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birthday/AbdullaAGKV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccnc/NakagawaOY24,
author = {Rei Nakagawa and
Satoshi Ohzahata and
Ryo Yamamoto},
title = {Accelerating Feedback Control for QoE Fairness in Adaptive Video Streaming
Over {ICN}},
booktitle = {21st {IEEE} Consumer Communications {\&} Networking Conference,
{CCNC} 2024, Las Vegas, NV, USA, January 6-9, 2024},
pages = {98--106},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CCNC51664.2024.10454865},
doi = {10.1109/CCNC51664.2024.10454865},
timestamp = {Tue, 26 Mar 2024 22:14:36 +0100},
biburl = {https://dblp.org/rec/conf/ccnc/NakagawaOY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/AljuneidiHAWB24,
author = {Saja Aljuneidi and
Wilko Heuten and
Larbi Abdenebaoui and
Maria K. Wolters and
Susanne Boll},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {Why the Fine, AI? The Effect of Explanation Level on Citizens' Fairness
Perception of AI-based Discretion in Public Administrations},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {318:1--318:18},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642535},
doi = {10.1145/3613904.3642535},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/AljuneidiHAWB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/CaiPNW24,
author = {Jie Cai and
Aashka Patel and
Azadeh Naderi and
Donghee Yvette Wohn},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas},
title = {Content Moderation Justice and Fairness on Social Media: Comparisons
Across Different Contexts and Platforms},
booktitle = {Extended Abstracts of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} {EA} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {84:1--84:9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613905.3650882},
doi = {10.1145/3613905.3650882},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/CaiPNW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChongYC24,
author = {Andrew Chong and
Ji Su Yoo and
Coye Cheshire},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {Perceptions of Fairness in Technology-Mediated Marketplaces},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {292:1--292:13},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642678},
doi = {10.1145/3613904.3642678},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ChongYC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/HarrisonBBDBBU24,
author = {Galen Harrison and
Kevin Bryson and
Ahmad Emmanuel Balla Bamba and
Luca Dovichi and
Aleksander Herrmann Binion and
Arthur Borem and
Blase Ur},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {JupyterLab in Retrograde: Contextual Notifications That Highlight
Fairness and Bias Issues for Data Scientists},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {475:1--475:19},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642755},
doi = {10.1145/3613904.3642755},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/HarrisonBBDBBU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/SchoefferD024,
author = {Jakob Schoeffer and
Maria De{-}Arteaga and
Niklas K{\"{u}}hl},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {836:1--836:18},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642621},
doi = {10.1145/3613904.3642621},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/SchoefferD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ZhangC24,
author = {Xiaoping Zhang and
Xusen Cheng},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {I lose vs. {I} earn: Consumer perceived price fairness toward algorithmic
(vs. human) price discrimination},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {473:1--473:17},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642280},
doi = {10.1145/3613904.3642280},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ZhangC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/LiCZZ24,
author = {Yunqi Li and
Hanxiong Chen and
Lanjing Zhang and
Yongfeng Zhang},
title = {Fairness in Survival Outcome Prediction for Medical Treatments},
booktitle = {58th Annual Conference on Information Sciences and Systems, {CISS}
2024, Princeton, NJ, USA, March 13-15, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CISS59072.2024.10480160},
doi = {10.1109/CISS59072.2024.10480160},
timestamp = {Wed, 17 Apr 2024 17:17:10 +0200},
biburl = {https://dblp.org/rec/conf/ciss/LiCZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/LiZZ24,
author = {Yunqi Li and
Lanjing Zhang and
Yongfeng Zhang},
title = {Probing into the Fairness of Large Language Models: {A} Case Study
of ChatGPT},
booktitle = {58th Annual Conference on Information Sciences and Systems, {CISS}
2024, Princeton, NJ, USA, March 13-15, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CISS59072.2024.10480206},
doi = {10.1109/CISS59072.2024.10480206},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/LiZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/GultchinGMCS24,
author = {Limor Gultchin and
Siyuan Guo and
Alan Malek and
Silvia Chiappa and
Ricardo Silva},
editor = {Francesco Locatello and
Vanessa Didelez},
title = {Pragmatic Fairness: Developing Policies with Outcome Disparity Control},
booktitle = {Causal Learning and Reasoning, 1-3 April 2024, Los Angeles, California,
{USA}},
series = {Proceedings of Machine Learning Research},
volume = {236},
pages = {243--264},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v236/gultchin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/GultchinGMCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/FreibergerB24,
author = {Vincent Freiberger and
Erik Buchmann},
editor = {Hongxin Hu and
Andrew H. Sung and
Rakesh M. Verma},
title = {Legally Binding but Unfair? Towards Assessing Fairness of Privacy
Policies},
booktitle = {Proceedings of the 10th {ACM} International Workshop on Security and
Privacy Analytics, {IWSPA} 2024, Porto, Portugal, 21 June 2024},
pages = {15--22},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3643651.3659890},
doi = {10.1145/3643651.3659890},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/codaspy/FreibergerB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SantoshBSGN24,
author = {T. Y. S. S. Santosh and
Nina Baumgartner and
Matthias St{\"{u}}rmer and
Matthias Grabmair and
Joel Niklaus},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Towards Explainability and Fairness in Swiss Judgement Prediction:
Benchmarking on a Multilingual Dataset},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {16500--16513},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.1434},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/SantoshBSGN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/YinZS24,
author = {Ziqiang Yin and
Wentian Zhao and
Tian Song},
editor = {Hossain Shahriar and
Hiroyuki Ohsaki and
Moushumi Sharmin and
Dave Towey and
A. K. M. Jahangir Alam Majumder and
Yoshiaki Hori and
Ji{-}Jiang Yang and
Michiharu Takemoto and
Nazmus Sakib and
Ryohei Banno and
Sheikh Iqbal Ahamed},
title = {Boundary-Guided Black-Box Fairness Testing},
booktitle = {48th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2024, Osaka, Japan, July 2-4, 2024},
pages = {1230--1239},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/COMPSAC61105.2024.00163},
doi = {10.1109/COMPSAC61105.2024.00163},
timestamp = {Thu, 05 Sep 2024 13:56:33 +0200},
biburl = {https://dblp.org/rec/conf/compsac/YinZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comsnets/HollandP0Z24,
author = {Ryan Holland and
Shantanu Pal and
Lei Pan and
Leo Yu Zhang},
title = {Backdoor Attacks and Generative Model Fairness: Current Trends and
Future Research Directions},
booktitle = {16th International Conference on COMmunication Systems {\&} NETworkS,
{COMSNETS} 2024, Bengaluru, India, January 3-7, 2024},
pages = {31--36},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/COMSNETS59351.2024.10427172},
doi = {10.1109/COMSNETS59351.2024.10427172},
timestamp = {Fri, 01 Mar 2024 14:04:41 +0100},
biburl = {https://dblp.org/rec/conf/comsnets/HollandP0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/concur/ArandaBDV24,
author = {Jes{\'{u}}s Aranda and
Sebasti{\'{a}}n Betancourt and
Juan Francisco D{\'{\i}}az and
Frank Valencia},
editor = {Rupak Majumdar and
Alexandra Silva},
title = {Fairness and Consensus in an Asynchronous Opinion Model for Social
Networks},
booktitle = {35th International Conference on Concurrency Theory, {CONCUR} 2024,
September 9-13, 2024, Calgary, Canada},
series = {LIPIcs},
volume = {311},
pages = {7:1--7:17},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.CONCUR.2024.7},
doi = {10.4230/LIPICS.CONCUR.2024.7},
timestamp = {Fri, 30 Aug 2024 16:44:11 +0200},
biburl = {https://dblp.org/rec/conf/concur/ArandaBDV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/concur/SpronckLW24,
author = {Myrthe S. C. Spronck and
Bas Luttik and
Tim A. C. Willemse},
editor = {Rupak Majumdar and
Alexandra Silva},
title = {Progress, Justness and Fairness in Modal {\(\mu\)}-Calculus Formulae},
booktitle = {35th International Conference on Concurrency Theory, {CONCUR} 2024,
September 9-13, 2024, Calgary, Canada},
series = {LIPIcs},
volume = {311},
pages = {38:1--38:22},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.CONCUR.2024.38},
doi = {10.4230/LIPICS.CONCUR.2024.38},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/concur/SpronckLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/ChenHL24,
author = {Violet Xinying Chen and
John N. Hooker and
Derek Leben},
editor = {Bistra Dilkina},
title = {Assessing Group Fairness with Social Welfare Optimization},
booktitle = {Integration of Constraint Programming, Artificial Intelligence, and
Operations Research - 21st International Conference, {CPAIOR} 2024,
Uppsala, Sweden, May 28-31, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14742},
pages = {208--225},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-60597-0\_14},
doi = {10.1007/978-3-031-60597-0\_14},
timestamp = {Tue, 04 Jun 2024 16:20:51 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/ChenHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crypto/CiampiKS24,
author = {Michele Ciampi and
Aggelos Kiayias and
Yu Shen},
editor = {Leonid Reyzin and
Douglas Stebila},
title = {Universal Composable Transaction Serialization with Order Fairness},
booktitle = {Advances in Cryptology - {CRYPTO} 2024 - 44th Annual International
Cryptology Conference, Santa Barbara, CA, USA, August 18-22, 2024,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14921},
pages = {147--180},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-68379-4\_5},
doi = {10.1007/978-3-031-68379-4\_5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crypto/CiampiKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscwd/GuoZL24,
author = {Hongze Guo and
Haibin Zhu and
Dongning Liu},
editor = {Weiming Shen and
Jean{-}Paul A. Barth{\`{e}}s and
Junzhou Luo and
Tie Qiu and
Xiaobo Zhou and
Jinghui Zhang and
Haibin Zhu and
Kunkun Peng and
Tianyi Xu and
Ning Chen},
title = {Avoiding Information Leakage in the Formation of Crowdsourcing Teams
via Extended Group Multirole Assignment Considering Fairness},
booktitle = {27th International Conference on Computer Supported Cooperative Work
in Design, {CSCWD} 2024, Tianjin, China, May 8-10, 2024},
pages = {1467--1472},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CSCWD61410.2024.10580062},
doi = {10.1109/CSCWD61410.2024.10580062},
timestamp = {Mon, 29 Jul 2024 16:18:15 +0200},
biburl = {https://dblp.org/rec/conf/cscwd/GuoZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/DuongC24,
author = {Manh Khoi Duong and
Stefan Conrad},
editor = {Robert Wrembel and
Silvia Chiusano and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal
Techniques},
booktitle = {Big Data Analytics and Knowledge Discovery - 26th International Conference,
DaWaK 2024, Naples, Italy, August 26-28, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14912},
pages = {375--380},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-68323-7\_33},
doi = {10.1007/978-3-031-68323-7\_33},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/DuongC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dolap/HasanPSS24,
author = {Md Mahade Hasan and
Soha Pervez and
Maria Stratigi and
Kostas Stefanidis},
editor = {Enrico Gallinucci and
Matteo Lissandrini},
title = {{SQUIRREL} 2.0: Fairness {\&} Explanations for Sequential Group
Recommendations},
booktitle = {Proceedings of the 26th International Workshop on Design, Optimization,
Languages and Analytical Processing of Big Data {(DOLAP} 2024) co-located
with the 27th International Conference on Extending Database Technology
and the 27th International Conference on Database Theory {(EDBT/ICDT}
2024), Paestum, Italy, March 25, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3653},
pages = {63--67},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3653/short1.pdf},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/dolap/HasanPSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/HuaGXJLZ24,
author = {Wenyue Hua and
Yingqiang Ge and
Shuyuan Xu and
Jianchao Ji and
Zelong Li and
Yongfeng Zhang},
editor = {Yvette Graham and
Matthew Purver},
title = {{UP5:} Unbiased Foundation Model for Fairness-aware Recommendation},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 1:
Long Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {1899--1912},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-long.114},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/HuaGXJLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/AlonsoCortesCB24,
author = {Marina Alonso{-}Cort{\'{e}}s and
Iv{\'{a}}n Cantador and
Alejandro Bellog{\'{\i}}n},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Recommendation Fairness in eParticipation: Listening to Minority,
Vulnerable and {NIMBY} Citizens},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14611},
pages = {420--436},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56066-8\_31},
doi = {10.1007/978-3-031-56066-8\_31},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/AlonsoCortesCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/BorattoFFMM24,
author = {Ludovico Boratto and
Francesco Fabbri and
Gianni Fenu and
Mirko Marras and
Giacomo Medda},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Robustness in Fairness Against Edge-Level Perturbations in GNN-Based
Recommendation},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14610},
pages = {38--55},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56063-7\_3},
doi = {10.1007/978-3-031-56063-7\_3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/BorattoFFMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/Healy24,
author = {Sean Healy},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Shuffling a Few Stalls in a Crowded Bazaar: Potential Impact of Document-Side
Fairness on Unprivileged Info-Seekers},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14612},
pages = {338--340},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56069-9\_43},
doi = {10.1007/978-3-031-56069-9\_43},
timestamp = {Fri, 29 Mar 2024 23:01:36 +0100},
biburl = {https://dblp.org/rec/conf/ecir/Healy24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/LiuLAMAR24,
author = {Yuanna Liu and
Ming Li and
Mozhdeh Ariannezhad and
Masoud Mansoury and
Mohammad Aliannejadi and
Maarten de Rijke},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Measuring Item Fairness in Next Basket Recommendation: {A} Reproducibility
Study},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14611},
pages = {210--225},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56066-8\_18},
doi = {10.1007/978-3-031-56066-8\_18},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/LiuLAMAR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/RajE24,
author = {Amifa Raj and
Michael D. Ekstrand},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Towards Optimizing Ranking in Grid-Layout for Provider-Side Fairness},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14612},
pages = {90--105},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56069-9\_7},
doi = {10.1007/978-3-031-56069-9\_7},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/RajE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/RusYR24,
author = {Clara Rus and
Andrew Yates and
Maarten de Rijke},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {A Study of Pre-processing Fairness Intervention Methods for Ranking
People},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14611},
pages = {336--350},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56066-8\_26},
doi = {10.1007/978-3-031-56066-8\_26},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/RusYR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/SalganikDF24,
author = {Rebecca Salganik and
Fernando Diaz and
Golnoosh Farnadi},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Fairness Through Domain Awareness: Mitigating Popularity Bias for
Music Discovery},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14611},
pages = {351--368},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56066-8\_27},
doi = {10.1007/978-3-031-56066-8\_27},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/SalganikDF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ShahamGS24,
author = {Sina Shaham and
Gabriel Ghinita and
Cyrus Shahabi},
editor = {Letizia Tanca and
Qiong Luo and
Giuseppe Polese and
Loredana Caruccio and
Xavier Oriol and
Donatella Firmani},
title = {Fair Spatial Indexing: {A} paradigm for Group Spatial Fairness},
booktitle = {Proceedings 27th International Conference on Extending Database Technology,
{EDBT} 2024, Paestum, Italy, March 25 - March 28},
pages = {150--161},
publisher = {OpenProceedings.org},
year = {2024},
url = {https://doi.org/10.48786/edbt.2024.14},
doi = {10.48786/EDBT.2024.14},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/ShahamGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/WangLBW24,
author = {Yanhao Wang and
Yuchen Li and
Francesco Bonchi and
Ying Wang},
editor = {Letizia Tanca and
Qiong Luo and
Giuseppe Polese and
Loredana Caruccio and
Xavier Oriol and
Donatella Firmani},
title = {Balancing Utility and Fairness in Submodular Maximization},
booktitle = {Proceedings 27th International Conference on Extending Database Technology,
{EDBT} 2024, Paestum, Italy, March 25 - March 28},
pages = {1--14},
publisher = {OpenProceedings.org},
year = {2024},
url = {https://doi.org/10.48786/edbt.2024.01},
doi = {10.48786/EDBT.2024.01},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/WangLBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/0002SHH24,
author = {Joachim Baumann and
Piotr Sapiezynski and
Christoph Heitz and
Aniko Hannak},
title = {Fairness in Online Ad Delivery},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1418--1432},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658980},
doi = {10.1145/3630106.3658980},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/0002SHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/AkpinarLC24,
author = {Nil{-}Jana Akpinar and
Zachary C. Lipton and
Alexandra Chouldechova},
title = {The Impact of Differential Feature Under-reporting on Algorithmic
Fairness},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1355--1382},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658977},
doi = {10.1145/3630106.3658977},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/AkpinarLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/BinkyteGP24,
author = {Ruta Binkyte and
Daniele Gorla and
Catuscia Palamidessi},
title = {BaBE: Enhancing Fairness via Estimation of Explaining Variables},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1917--1925},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659016},
doi = {10.1145/3630106.3659016},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/BinkyteGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/BlandinK24,
author = {Jack Blandin and
Ian A. Kash},
title = {Learning Fairness from Demonstrations via Inverse Reinforcement Learning},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {51--61},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658539},
doi = {10.1145/3630106.3658539},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/BlandinK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/CalviMK24,
author = {Alessandra Calvi and
Gianclaudio Malgieri and
Dimitris Kotzinos},
title = {The unfair side of Privacy Enhancing Technologies: addressing the
trade-offs between PETs and fairness},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {2047--2059},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659024},
doi = {10.1145/3630106.3659024},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/CalviMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Chan0QZMT24,
author = {Eunice Chan and
Zhining Liu and
Ruizhong Qiu and
Yuheng Zhang and
Ross Maciejewski and
Hanghang Tong},
title = {Group Fairness via Group Consensus},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1788--1808},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659006},
doi = {10.1145/3630106.3659006},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/Chan0QZMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DeckSD024,
author = {Luca Deck and
Jakob Schoeffer and
Maria De{-}Arteaga and
Niklas K{\"{u}}hl},
title = {A Critical Survey on Fairness Benefits of Explainable {AI}},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1579--1595},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658990},
doi = {10.1145/3630106.3658990},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/DeckSD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Finocchiaro24,
author = {Jessie Finocchiaro},
title = {Using Property Elicitation to Understand the Impacts of Fairness Regularizers},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {62--73},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658540},
doi = {10.1145/3630106.3658540},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/Finocchiaro24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/JaimeK24,
author = {Sofia Jaime and
Christoph Kern},
title = {Ethnic Classifications in Algorithmic Fairness: Concepts, Measures
and Implications in Practice},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {237--253},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658902},
doi = {10.1145/3630106.3658902},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/JaimeK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/LaszkiewiczDVFL24,
author = {Mike Laszkiewicz and
Imant Daunhawer and
Julia E. Vogt and
Asja Fischer and
Johannes Lederer},
title = {Benchmarking the Fairness of Image Upsampling Methods},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {489--517},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658921},
doi = {10.1145/3630106.3658921},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/LaszkiewiczDVFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/LunichK24,
author = {Marco L{\"{u}}nich and
Birte Keller},
title = {Explainable Artificial Intelligence for Academic Performance Prediction.
An Experimental Study on the Impact of Accuracy and Simplicity of
Decision Trees on Causability and Fairness Perceptions},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1031--1042},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658953},
doi = {10.1145/3630106.3658953},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/LunichK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Mickel24,
author = {Jennifer Mickel},
title = {Racial/Ethnic Categories in {AI} and Algorithmic Fairness: Why They
Matter and What They Represent},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {2484--2494},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659050},
doi = {10.1145/3630106.3659050},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/Mickel24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Ni00SD24,
author = {Hongliang Ni and
Lei Han and
Tong Chen and
Shazia W. Sadiq and
Gianluca Demartini},
title = {Fairness without Sensitive Attributes via Knowledge Sharing},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1897--1906},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659014},
doi = {10.1145/3630106.3659014},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/Ni00SD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/PoeM24,
author = {Robert Lee Poe and
Soumia Zohra El Mestari},
title = {The Conflict Between Algorithmic Fairness and Non-Discrimination:
An Analysis of Fair Automated Hiring},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1907--1916},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659015},
doi = {10.1145/3630106.3659015},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/PoeM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Reyes-CruzCPDLL24,
author = {Gisela Reyes{-}Cruz and
Peter J. Craigon and
Anna{-}Maria Piskopani and
Liz Dowthwaite and
Yang Lu and
Justyna Lisinska and
Elnaz Shafipour and
Sebastian Stein and
Joel E. Fischer},
title = {"Like rearranging deck chairs on the Titanic"? Feasibility, Fairness,
and Ethical Concerns of a Citizen Carbon Budget for Reducing {CO2}
Emissions},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {267--278},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658904},
doi = {10.1145/3630106.3658904},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/Reyes-CruzCPDLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SimsonFK24,
author = {Jan Simson and
Alessandro Fabris and
Christoph Kern},
title = {Lazy Data Practices Harm Fairness Research},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {642--659},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658931},
doi = {10.1145/3630106.3658931},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/SimsonFK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SimsonPK24,
author = {Jan Simson and
Florian Pfisterer and
Christoph Kern},
title = {One Model Many Scores: Using Multiverse Analysis to Prevent Fairness
Hacking and Evaluate the Influence of Model Design Decisions},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1305--1320},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658974},
doi = {10.1145/3630106.3658974},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/SimsonPK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SmallSMSC24,
author = {Edward Small and
Kacper Sokol and
Daniel Manning and
Flora D. Salim and
Jeffrey Chan},
title = {Equalised Odds is not Equal Individual Odds: Post-processing for Group
and Individual Fairness},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {1559--1578},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658989},
doi = {10.1145/3630106.3658989},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/SmallSMSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SmithSBF24,
author = {Jessie J. Smith and
Aishwarya Satwani and
Robin Burke and
Casey Fiesler},
title = {Recommend Me? Designing Fairness Metrics with Providers},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {2389--2399},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659044},
doi = {10.1145/3630106.3659044},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/SmithSBF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SomerstepRS24,
author = {Seamus Somerstep and
Yaacov Ritov and
Yuekai Sun},
title = {Algorithmic Fairness in Performative Policy Learning: Escaping the
Impossibility of Group Fairness},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {616--630},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658929},
doi = {10.1145/3630106.3658929},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/SomerstepRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/WatkinsC24,
author = {Elizabeth Anne Watkins and
Jiahao Chen},
title = {The four-fifths rule is not disparate impact: {A} woeful tale of epistemic
trespassing in algorithmic fairness},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {764--775},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658938},
doi = {10.1145/3630106.3658938},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/WatkinsC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/WeertsXTOP24,
author = {Hilde J. P. Weerts and
Rapha{\"{e}}le Xenidis and
Fabien Tarissan and
Henrik Palmer Olsen and
Mykola Pechenizkiy},
title = {The Neutrality Fallacy: When Algorithmic Fairness Interventions are
(Not) Positive Action},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {2060--2070},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659025},
doi = {10.1145/3630106.3659025},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/WeertsXTOP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/WyllieSP24,
author = {Sierra Calanda Wyllie and
Ilia Shumailov and
Nicolas Papernot},
title = {Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {2113--2147},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3659029},
doi = {10.1145/3630106.3659029},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/WyllieSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/YehMHT24,
author = {Min{-}Hsuan Yeh and
Blossom Metevier and
Austin Hoag and
Philip S. Thomas},
title = {Analyzing the Relationship Between Difference and Ratio-Based Fairness
Metrics},
booktitle = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
pages = {518--528},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106.3658922},
doi = {10.1145/3630106.3658922},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/YehMHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/0001R24,
author = {Akshay Agarwal and
Nalini K. Ratha},
title = {Deepfake: Classifiers, Fairness, and Demographically Robust Algorithm},
booktitle = {18th {IEEE} International Conference on Automatic Face and Gesture
Recognition, {FG} 2024, Istanbul, Turkey, May 27-31, 2024},
pages = {1--9},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/FG59268.2024.10581915},
doi = {10.1109/FG59268.2024.10581915},
timestamp = {Wed, 31 Jul 2024 14:00:36 +0200},
biburl = {https://dblp.org/rec/conf/fgr/0001R24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/HonenbergerOML24,
author = {Phillip Honenberger and
Omolade Ola and
William Mapp and
Pilhwa Lee},
editor = {Soon Ae Chun and
Douglas A. Talbert},
title = {Effects of Matching on Evaluation of Accuracy, Fairness, and Fairness
Impossibility in {AI-ML} Systems},
booktitle = {Proceedings of the Thirty-Seventh International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2024, Sandestin
Beach, FL, USA, May 19-21, 2024},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.32473/flairs.37.1.135585},
doi = {10.32473/FLAIRS.37.1.135585},
timestamp = {Thu, 29 Aug 2024 17:13:57 +0200},
biburl = {https://dblp.org/rec/conf/flairs/HonenbergerOML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/KamalT24,
author = {Moumita Kamal and
Douglas A. Talbert},
editor = {Soon Ae Chun and
Douglas A. Talbert},
title = {Beyond Size and Accuracy: The Impact of Model Compression on Fairness},
booktitle = {Proceedings of the Thirty-Seventh International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2024, Sandestin
Beach, FL, USA, May 19-21, 2024},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.32473/flairs.37.1.135617},
doi = {10.32473/FLAIRS.37.1.135617},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/KamalT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/forc/0001HJ24,
author = {Daniel Hsu and
Jizhou Huang and
Brendan Juba},
editor = {Guy N. Rothblum},
title = {Distribution-Specific Auditing for Subgroup Fairness},
booktitle = {5th Symposium on Foundations of Responsible Computing, {FORC} 2024,
June 12-14, 2024, Harvard University, Cambridge, MA, {USA}},
series = {LIPIcs},
volume = {295},
pages = {5:1--5:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.FORC.2024.5},
doi = {10.4230/LIPICS.FORC.2024.5},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/forc/0001HJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KonishiMCN24,
author = {Takeru Konishi and
Naoki Masuyama and
Jorge Casillas and
Yusuke Nojima},
title = {Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based
Machine Learning},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2024,
Yokohama, Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/FUZZ-IEEE60900.2024.10611911},
doi = {10.1109/FUZZ-IEEE60900.2024.10611911},
timestamp = {Tue, 13 Aug 2024 15:05:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/KonishiMCN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AmarasinghePTN024,
author = {Pivithuru Thejan Amarasinghe and
Diem Pham and
Binh Tran and
Su Nguyen and
Yuan Sun and
Damminda Alahakoon},
editor = {Xiaodong Li and
Julia Handl},
title = {Evolutionary Multi-Objective Optimisation for Fairness-Aware Self
Adjusting Memory Classifiers in Data Streams},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638529.3654038},
doi = {10.1145/3638529.3654038},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AmarasinghePTN024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CunegattiCI24,
author = {Elia Cunegatti and
Leonardo Lucio Custode and
Giovanni Iacca},
editor = {Xiaodong Li and
Julia Handl},
title = {Many-Objective Evolutionary Influence Maximization: Balancing Spread,
Budget, Fairness, and Time},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
pages = {655--658},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638530.3654161},
doi = {10.1145/3638530.3654161},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CunegattiCI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KangZ0SC24,
author = {Yufan Kang and
Rongsheng Zhang and
Wei Shao and
Flora D. Salim and
Jeffrey Chan},
editor = {Xiaodong Li and
Julia Handl},
title = {Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638529.3654207},
doi = {10.1145/3638529.3654207},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/KangZ0SC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/goodit/RahmanPF24,
author = {Munshi Mahbubur Rahman and
Shimei Pan and
James R. Foulds},
title = {Towards {A} Unifying Human-Centered {AI} Fairness Framework},
booktitle = {Proceedings of the 2024 International Conference on Information Technology
for Social Good, GoodIT 2024, Bremen, Germany, September 4-6, 2024},
pages = {88--92},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3677525.3678645},
doi = {10.1145/3677525.3678645},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/goodit/RahmanPF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/0009H24,
author = {Yiwei Yang and
Bill Howe},
editor = {Tung X. Bui},
title = {Does a Fair Model Produce Fair Explanations? Relating Distributive
and Procedural Fairness},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {6868--6877},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/107209},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/0009H24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/ArhinT24,
author = {Kofi Arhin and
Daniel Narh Treku},
editor = {Tung X. Bui},
title = {Contextualizing the Accuracy-Fairness Tradeoff in Algorithmic Prediction
Outcomes},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {6878--6887},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/107210},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/ArhinT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/AskayDM24,
author = {David A. Askay and
Anuraj Dhillon and
Lynn Metcalf},
editor = {Tung X. Bui},
title = {Achieving Decisional Fit with AI-Aided Group Decisions: The Role of
Intuitive Decision-Making Style in Predicting Perceived Fairness and
Decision Acceptance},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {391--400},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106422},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/AskayDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/JabagiCAM24,
author = {Nura Jabagi and
Anne{-}Marie Croteau and
Luc K. Audebrand and
Josianne Marsan},
editor = {Tung X. Bui},
title = {Fairness in Algorithmic Management: Bringing Platform-Workers into
the Fold},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {187--196},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106398},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/JabagiCAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/JabagiCAM24a,
author = {Nura Jabagi and
Anne{-}Marie Croteau and
Luc K. Audebrand and
Josianne Marsan},
editor = {Tung X. Bui},
title = {Fair Dealings with Algorithms? Analyzing the Perceived Procedural
Fairness of Managerial Algorithms and their Impacts on Gig-Workers},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {4194--4203},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106889},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/JabagiCAM24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hri/ClaureCCV24,
author = {Houston Claure and
Kate Candon and
Olivia Clark and
Marynel V{\'{a}}zquez},
editor = {Dan Grollman and
Elizabeth Broadbent and
Wendy Ju and
Harold Soh and
Tom Williams},
title = {Multiplayer Space Invaders: {A} Platform for Studying Evolving Fairness
Perceptions in Human-Robot Interaction},
booktitle = {Companion of the 2024 {ACM/IEEE} International Conference on Human-Robot
Interaction, {HRI} 2024, Boulder, CO, USA, March 11-15, 2024},
pages = {347--350},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3610978.3640687},
doi = {10.1145/3610978.3640687},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hri/ClaureCCV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/BordesP24,
author = {Gemma Bel Bordes and
Alan Perotti},
editor = {Ana Paula Rocha and
Luc Steels and
H. Jaap van den Herik},
title = {Auditing Fairness and Explainability in Chest X-Ray Image Classifiers},
booktitle = {Proceedings of the 16th International Conference on Agents and Artificial
Intelligence, {ICAART} 2024, Volume 3, Rome, Italy, February 24-26,
2024},
pages = {1308--1315},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012472400003636},
doi = {10.5220/0012472400003636},
timestamp = {Thu, 04 Apr 2024 15:53:27 +0200},
biburl = {https://dblp.org/rec/conf/icaart/BordesP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/00020LS0U24,
author = {Tanmay Inamdar and
Pallavi Jain and
Daniel Lokshtanov and
Abhishek Sahu and
Saket Saurabh and
Anannya Upasana},
editor = {Karl Bringmann and
Martin Grohe and
Gabriele Puppis and
Ola Svensson},
title = {Satisfiability to Coverage in Presence of Fairness, Matroid, and Global
Constraints},
booktitle = {51st International Colloquium on Automata, Languages, and Programming,
{ICALP} 2024, July 8-12, 2024, Tallinn, Estonia},
series = {LIPIcs},
volume = {297},
pages = {88:1--88:18},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2024.88},
doi = {10.4230/LIPICS.ICALP.2024.88},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/icalp/00020LS0U24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/Elkind24,
author = {Edith Elkind},
editor = {Karl Bringmann and
Martin Grohe and
Gabriele Puppis and
Ola Svensson},
title = {Group Fairness: Multiwinner Voting and Beyond (Invited Talk)},
booktitle = {51st International Colloquium on Automata, Languages, and Programming,
{ICALP} 2024, July 8-12, 2024, Tallinn, Estonia},
series = {LIPIcs},
volume = {297},
pages = {2:1--2:1},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2024.2},
doi = {10.4230/LIPICS.ICALP.2024.2},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icalp/Elkind24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChienUL24,
author = {Woan{-}Shiuan Chien and
Shreya G. Upadhyay and
Chi{-}Chun Lee},
title = {Balancing Speaker-Rater Fairness for Gender-Neutral Speech Emotion
Recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {11861--11865},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10447167},
doi = {10.1109/ICASSP48485.2024.10447167},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChienUL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MaG24,
author = {Yuefeng Ma and
Lanzhen Guo},
title = {A Counterfactual Inspired Framework For Quantifying Edge Effects On
Gnns Fairness},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {7600--7604},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10447355},
doi = {10.1109/ICASSP48485.2024.10447355},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MaG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NavarroLAS24,
author = {Madeline Navarro and
Camille Olivia Little and
Genevera I. Allen and
Santiago Segarra},
title = {Data Augmentation via Subgroup Mixup for Improving Fairness},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {7350--7354},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446564},
doi = {10.1109/ICASSP48485.2024.10446564},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NavarroLAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Shi024,
author = {Yuxin Shi and
Han Yu},
title = {Fairness-Aware Job Scheduling for Multi-Job Federated Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {6350--6354},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10447084},
doi = {10.1109/ICASSP48485.2024.10447084},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Shi024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Zeng0GS24,
author = {Jiawang Zeng and
Deepak Mishra and
Hassan Habibi Gharakheili and
Aruna Seneviratne},
title = {Secure Energy Efficiency Fairness Maximization in Backscatter Throughput
Constrained UAV-Assisted Data Collection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {9041--9045},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446313},
doi = {10.1109/ICASSP48485.2024.10446313},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Zeng0GS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/AbrolMT24,
author = {Akshita Abrol and
Purnima Murali Mohan and
Tram Truong{-}Huu},
title = {FaiRTT: An Empirical Approach for Enhanced {RTT} Fairness and Bottleneck
Throughput in {BBR}},
booktitle = {{IEEE} International Conference on Communications Workshops, {ICC}
2024 Workshops, Denver, CO, USA, June 9-13, 2024},
pages = {673--678},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCWorkshops59551.2024.10615947},
doi = {10.1109/ICCWORKSHOPS59551.2024.10615947},
timestamp = {Wed, 21 Aug 2024 14:57:07 +0200},
biburl = {https://dblp.org/rec/conf/icc/AbrolMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/JavaherianPWI024,
author = {Simin Javaherian and
Sanjeev Panta and
Shelby Williams and
Md Sirajul Islam and
Li Chen},
title = {FedFair\({}^{\mbox{3}}\): Unlocking Threefold Fairness in Federated
Learning},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver,
CO, USA, June 9-13, 2024},
pages = {3622--3627},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICC51166.2024.10622273},
doi = {10.1109/ICC51166.2024.10622273},
timestamp = {Mon, 02 Sep 2024 15:04:36 +0200},
biburl = {https://dblp.org/rec/conf/icc/JavaherianPWI024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/LiZZC024,
author = {Ye Li and
Jiale Zhang and
Yanchao Zhao and
Bing Chen and
Shui Yu},
title = {Fairness-Aware Federated Learning Framework on Heterogeneous Data
Distributions},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver,
CO, USA, June 9-13, 2024},
pages = {728--733},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICC51166.2024.10623037},
doi = {10.1109/ICC51166.2024.10623037},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/LiZZC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/TianAHFB24,
author = {Yu Tian and
Ahmed Alhammadi and
Jiguang He and
Aymen Fakhreddine and
Faouzi Bader},
title = {Fairness-Driven Optimization of RIS-Augmented 5G Networks for Seamless
3D {UAV} Connectivity Using {DRL} Algorithms},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver,
CO, USA, June 9-13, 2024},
pages = {5009--5014},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICC51166.2024.10622306},
doi = {10.1109/ICC51166.2024.10622306},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/TianAHFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/ZivukuKNPACO24,
author = {Progress Zivuku and
Steven Kisseleff and
Konstantinos Ntontin and
Anastasios K. Papazafeiropoulos and
Abuzar Babikir Mohammad Adam and
Symeon Chatzinotas and
Bj{\"{o}}rn E. Ottersten},
title = {Resource Allocation for Geographical Fairness in Multi-RIS-Aided Outdoor-to-Indoor
Communications},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2024, Denver,
CO, USA, June 9-13, 2024},
pages = {3420--3426},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICC51166.2024.10622999},
doi = {10.1109/ICC51166.2024.10622999},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/ZivukuKNPACO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/ChenXZZC24,
author = {Shenghang Chen and
Zhicheng Xu and
Kun Zhou and
Xiaoli Zhang and
Hongbing Cheng},
title = {RobustETH: Ensuring Economic Fairness in ETH2.0's Distributed Validator
Technology},
booktitle = {33rd International Conference on Computer Communications and Networks,
{ICCCN} 2024, Kailua-Kona, HI, USA, July 29-31, 2024},
pages = {1--9},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCCN61486.2024.10637639},
doi = {10.1109/ICCCN61486.2024.10637639},
timestamp = {Tue, 10 Sep 2024 15:34:17 +0200},
biburl = {https://dblp.org/rec/conf/icccn/ChenXZZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccel/NguyenNCTNC24,
author = {Truong Thanh Hung Nguyen and
Vo Thanh Khang Nguyen and
Quoc Hung Cao and
Van Binh Truong and
Quoc Khanh Nguyen and
Hung Cao},
title = {Enhancing the Fairness and Performance of Edge Cameras with Explainable
{AI}},
booktitle = {{IEEE} International Conference on Consumer Electronics, {ICCE} 2024,
Las Vegas, NV, USA, January 6-8, 2024},
pages = {1--4},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCE59016.2024.10444383},
doi = {10.1109/ICCE59016.2024.10444383},
timestamp = {Fri, 08 Mar 2024 08:28:36 +0100},
biburl = {https://dblp.org/rec/conf/iccel/NguyenNCTNC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/Zhou0F24,
author = {Shengping Zhou and
Ming Zeng and
Zesong Fei},
title = {User Grouping with Fairness Consideration in Massive {MIMO} System
with Varying Channel Quality},
booktitle = {International Conference on Computing, Networking and Communications,
{ICNC} 2024, Big Island, HI, USA, February 19-22, 2024},
pages = {1048--1053},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICNC59896.2024.10556124},
doi = {10.1109/ICNC59896.2024.10556124},
timestamp = {Mon, 01 Jul 2024 16:54:43 +0200},
biburl = {https://dblp.org/rec/conf/iccnc/Zhou0F24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccps/ZhaoE24,
author = {Tianyu Zhao and
Salma Elmalaki},
title = {FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System},
booktitle = {15th {ACM/IEEE} International Conference on Cyber-Physical Systems,
{ICCPS} 2024, Hong Kong, May 13-16, 2024},
pages = {202--211},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCPS61052.2024.00025},
doi = {10.1109/ICCPS61052.2024.00025},
timestamp = {Thu, 18 Jul 2024 22:36:51 +0200},
biburl = {https://dblp.org/rec/conf/iccps/ZhaoE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccps/ZhaoTE24,
author = {Tianyu Zhao and
Mojtaba Taherisadr and
Salma Elmalaki},
title = {{FAIRO:} Fairness-aware Sequential Decision Making for Human-in-the-Loop
{CPS}},
booktitle = {15th {ACM/IEEE} International Conference on Cyber-Physical Systems,
{ICCPS} 2024, Hong Kong, May 13-16, 2024},
pages = {87--98},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCPS61052.2024.00015},
doi = {10.1109/ICCPS61052.2024.00015},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccps/ZhaoTE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/WangHLLCZ24,
author = {Chun Wang and
Huawei Huang and
Ruixin Li and
Jialiang Liu and
Ting Cai and
Zibin Zheng},
title = {Libra: {A} Fairness-Guaranteed Framework for Semi-Asynchronous Federated
Learning},
booktitle = {44th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2024, Jersey City, NJ, USA, July 23-26, 2024},
pages = {797--808},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDCS60910.2024.00079},
doi = {10.1109/ICDCS60910.2024.00079},
timestamp = {Wed, 11 Sep 2024 11:31:56 +0200},
biburl = {https://dblp.org/rec/conf/icdcs/WangHLLCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/ZhangZEXY24,
author = {Meiying Zhang and
Huan Zhao and
Sheldon C. Ebron Jr. and
Ruitao Xie and
Kan Yang},
title = {Ensuring Fairness in Federated Learning Services: Innovative Approaches
to Client Selection, Scheduling, and Rewards},
booktitle = {44th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2024, Jersey City, NJ, USA, July 23-26, 2024},
pages = {762--773},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDCS60910.2024.00076},
doi = {10.1109/ICDCS60910.2024.00076},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdcs/ZhangZEXY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/0003M24,
author = {Ke Yang and
Alexandra Meliou},
title = {Non-Invasive Fairness in Learning Through the Lens of Data Drift},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {2164--2178},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00172},
doi = {10.1109/ICDE60146.2024.00172},
timestamp = {Mon, 29 Jul 2024 14:11:15 +0200},
biburl = {https://dblp.org/rec/conf/icde/0003M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/0012YP24,
author = {He Zhang and
Xingliang Yuan and
Shirui Pan},
title = {Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {1712--1725},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00139},
doi = {10.1109/ICDE60146.2024.00139},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/0012YP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChenCYJ00ZHGF024,
author = {Qian Chen and
Yiqiang Chen and
Bingjie Yan and
Xinlong Jiang and
Xiaojin Zhang and
Yan Kang and
Teng Zhang and
Wuliang Huang and
Chenlong Gao and
Lixin Fan and
Qiang Yang},
title = {Model Trip: Enhancing Privacy and Fairness in Model Fusion Across
Multi-Federations for Trustworthy Global Healthcare},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {2231--2244},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00177},
doi = {10.1109/ICDE60146.2024.00177},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ChenCYJ00ZHGF024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CriscuoloD24,
author = {Chiara Criscuolo and
Tommaso Dolci},
title = {Exploring Fairness Interpretability with FairnessFriend: {A} Chatbot
Solution},
booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops,
Utrecht, Netherlands, May 13-16, 2024},
pages = {246--253},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDEW61823.2024.00037},
doi = {10.1109/ICDEW61823.2024.00037},
timestamp = {Thu, 27 Jun 2024 13:33:55 +0200},
biburl = {https://dblp.org/rec/conf/icde/CriscuoloD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GiannopoulosPKSMME24,
author = {Giorgos Giannopoulos and
Maria Psalla and
Loukas Kavouras and
Dimitris Sacharidis and
Jakub Marecek and
German M. Matilla and
Ioannis Z. Emiris},
title = {Fairness in {AI:} challenges in bridging the gap between algorithms
and law},
booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops,
Utrecht, Netherlands, May 13-16, 2024},
pages = {217--225},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDEW61823.2024.00034},
doi = {10.1109/ICDEW61823.2024.00034},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/GiannopoulosPKSMME24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GorgeMA24,
author = {Rebekka G{\"{o}}rge and
Michael Mock and
Maram Akila},
title = {Inspecting and Measuring Fairness of unlabeled Image Datasets},
booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops,
Utrecht, Netherlands, May 13-16, 2024},
pages = {191--200},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDEW61823.2024.00031},
doi = {10.1109/ICDEW61823.2024.00031},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/GorgeMA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GuoLXW24,
author = {Wei Guo and
Yan Lyu and
Xueyong Xu and
Weiwei Wu},
title = {Examining and Explaining Individual Fairness in Dynamic Pricing},
booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops,
Utrecht, Netherlands, May 13-16, 2024},
pages = {182--190},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDEW61823.2024.00030},
doi = {10.1109/ICDEW61823.2024.00030},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/GuoLXW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KliachkinPMF24,
author = {Andrii Kliachkin and
Eleni Psaroudaki and
Jakub Marecek and
Dimitris Fotakis},
title = {Fairness in Ranking: Robustness through Randomization without the
Protected Attribute},
booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops,
Utrecht, Netherlands, May 13-16, 2024},
pages = {201--208},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDEW61823.2024.00032},
doi = {10.1109/ICDEW61823.2024.00032},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/KliachkinPMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LangbridgeQS24,
author = {Abigail Langbridge and
Anthony Quinn and
Robert Shorten},
title = {Optimal Transport for Fairness: Archival Data Repair using Small Research
Data Sets},
booktitle = {40th International Conference on Data Engineering, {ICDE} 2024 - Workshops,
Utrecht, Netherlands, May 13-16, 2024},
pages = {237--245},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDEW61823.2024.00036},
doi = {10.1109/ICDEW61823.2024.00036},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LangbridgeQS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuWZX024,
author = {Hao Liu and
Raymond Chi{-}Wing Wong and
Zheng Zhang and
Min Xie and
Bo Tang},
title = {Fair Top-k Query on Alpha-Fairness},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {2338--2350},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00185},
doi = {10.1109/ICDE60146.2024.00185},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LiuWZX024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ShahbaziWMB24,
author = {Nima Shahbazi and
Jin Wang and
Zhengjie Miao and
Nikita Bhutani},
title = {Fairness-Aware Data Preparation for Entity Matching},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {3476--3489},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00268},
doi = {10.1109/ICDE60146.2024.00268},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ShahbaziWMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ZhengYLZ24,
author = {Weixiong Zheng and
Aimin Yang and
Nankai Lin and
Dong Zhou},
editor = {De{-}Shuang Huang and
Zhanjun Si and
Qinhu Zhang},
title = {From Bias to Fairness: The Role of Domain-Specific Knowledge and Efficient
Fine-Tuning},
booktitle = {Advanced Intelligent Computing Technology and Applications - 20th
International Conference, {ICIC} 2024, Tianjin, China, August 5-8,
2024, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14877},
pages = {354--365},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5669-8\_29},
doi = {10.1007/978-981-97-5669-8\_29},
timestamp = {Thu, 05 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/ZhengYLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00010LKE024,
author = {Yu Tian and
Min Shi and
Yan Luo and
Ava Kouhana and
Tobias Elze and
Mengyu Wang},
title = {FairSeg: {A} Large-Scale Medical Image Segmentation Dataset for Fairness
Learning Using Segment Anything Model with Fair Error-Bound Scaling},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=qNrJJZAKI3},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00010LKE024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BuylDB24,
author = {Maarten Buyl and
MaryBeth Defrance and
Tijl De Bie},
title = {fairret: a Framework for Differentiable Fairness Regularization Terms},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=NnyD0Rjx2B},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BuylDB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChowdhuryMBKD0C24,
author = {Somnath Basu Roy Chowdhury and
Nicholas Monath and
Ahmad Beirami and
Rahul Kidambi and
Kumar Avinava Dubey and
Amr Ahmed and
Snigdha Chaturvedi},
title = {Enhancing Group Fairness in Online Settings Using Oblique Decision
Forests},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=E1NxN5QMOE},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChowdhuryMBKD0C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ContiC24,
author = {Jean{-}R{\'{e}}my Conti and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on},
title = {Assessing Uncertainty in Similarity Scoring: Performance {\&}
Fairness in Face Recognition},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=lAhQCHuANV},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ContiC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CruzH24,
author = {Andr{\'{e}} F. Cruz and
Moritz Hardt},
title = {Unprocessing Seven Years of Algorithmic Fairness},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=jr03SfWsBS},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CruzH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DuttBTH24,
author = {Raman Dutt and
Ondrej Bohdal and
Sotirios A. Tsaftaris and
Timothy M. Hospedales},
title = {FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness
in Medical Image Analysis},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ArpwmicoYW},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DuttBTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GrariLHLD24,
author = {Vincent Grari and
Thibault Laugel and
Tatsunori Hashimoto and
Sylvain Lamprier and
Marcin Detyniecki},
title = {On the Fairness {ROAD:} Robust Optimization for Adversarial Debiasing},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=xnhvVtZtLD},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GrariLHLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HammanD24,
author = {Faisal Hamman and
Sanghamitra Dutta},
title = {Demystifying Local {\&} Global Fairness Trade-offs in Federated
Learning Using Partial Information Decomposition},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=SBj2Qdhgew},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HammanD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HanCCW0Z024,
author = {Xiaotian Han and
Jianfeng Chi and
Yu Chen and
Qifan Wang and
Han Zhao and
Na Zou and
Xia Hu},
title = {{FFB:} {A} Fair Fairness Benchmark for In-Processing Group Fairness
Methods},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=TzAJbTClAz},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HanCCW0Z024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HanLMT0TY24,
author = {Haoyu Han and
Xiaorui Liu and
Li Ma and
MohamadAli Torkamani and
Hui Liu and
Jiliang Tang and
Makoto Yamada},
title = {Structural Fairness-aware Active Learning for Graph Neural Networks},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bvjcMvMn7B},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HanLMT0TY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuD24,
author = {Jingyu Hu and
Mengnan Du},
title = {Enhancing Fairness in In-Context Learning: Prioritizing Minority Samples
in Demonstrations},
booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR}
2024, Vienna, Austria, May 11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=LrPSJTNfmt},
timestamp = {Fri, 26 Jul 2024 10:05:23 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiaZV24,
author = {Yaning Jia and
Chunhui Zhang and
Soroush Vosoughi},
title = {Aligning Relational Learning with Lipschitz Fairness},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ODSgo2m8aE},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiaZV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JuGS24,
author = {Peizhong Ju and
Arnob Ghosh and
Ness B. Shroff},
title = {Achieving Fairness in Multi-Agent {MDP} Using Reinforcement Learning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=yoVq2BGQdP},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JuGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KangXMLT24,
author = {Jian Kang and
Yinglong Xia and
Ross Maciejewski and
Jiebo Luo and
Hanghang Tong},
title = {Deceptive Fairness Attacks on Graphs via Meta Learning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=iS5ADHNg2A},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KangXMLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LechowiczS0KH24,
author = {Adam Lechowicz and
Rik Sengupta and
Bo Sun and
Shahin Kamali and
Mohammad Hajiesmaili},
title = {Time Fairness in Online Knapsack Problems},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=9kG7TwgLYu},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LechowiczS0KH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchroderFF24,
author = {Maresa Schr{\"{o}}der and
Dennis Frauen and
Stefan Feuerriegel},
title = {Causal Fairness under Unobserved Confounding: {A} Neural Sensitivity
Framework},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=DqD59dQP37},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchroderFF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenDPLWK24,
author = {Xudong Shen and
Chao Du and
Tianyu Pang and
Min Lin and
Yongkang Wong and
Mohan S. Kankanhalli},
title = {Finetuning Text-to-Image Diffusion Models for Fairness},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=hnrB5YHoYu},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShenDPLWK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SinghTT24,
author = {Gargi Singh and
Milind Tambe and
Aparna Taneja},
title = {Towards Fairness constrained Restless Multi-Armed Bandits: a Case
Study of Maternal and child Care Domain},
booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR}
2024, Vienna, Austria, May 11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=IfjStJ6GoX},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SinghTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TangWLS024,
author = {Zeyu Tang and
Jialu Wang and
Yang Liu and
Peter Spirtes and
Kun Zhang},
title = {Procedural Fairness Through Decoupling Objectionable Data Generating
Components},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=cxfPefbu1s},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TangWLS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangD0ZLL24,
author = {Binchi Zhang and
Yushun Dong and
Chen Chen and
Yada Zhu and
Minnan Luo and
Jundong Li},
title = {Adversarial Attacks on Fairness of Graph Neural Networks},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=q3KNrmW6Ql},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangD0ZLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZuoLWG24,
author = {Aoqi Zuo and
Yiqing Li and
Susan Wei and
Mingming Gong},
title = {Interventional Fairness on Partially Known Causal Graphs: {A} Constrained
Optimization Approach},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=SKulT2VX9p},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZuoLWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlamdariKCM24,
author = {Parand A. Alamdari and
Toryn Q. Klassen and
Elliot Creager and
Sheila A. McIlraith},
title = {Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision
Making},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=4BIOZSz7zU},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlamdariKCM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bechavod24,
author = {Yahav Bechavod},
title = {Monotone Individual Fairness},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=6EF0bxcZvT},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bechavod24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeckerDB24,
author = {Ann{-}Kristin Becker and
Oana Dumitrasc and
Klaus Broelemann},
title = {Standardized Interpretable Fairness Measures for Continuous Risk Scores},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=CvRu2inbGV},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeckerDB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DevicK0S24,
author = {Siddartha Devic and
Aleksandra Korolova and
David Kempe and
Vatsal Sharan},
title = {Stability and Multigroup Fairness in Ranking with Uncertain Predictions},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=YiblhkVl2w},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DevicK0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinLF24,
author = {Jinqiu Jin and
Haoxuan Li and
Fuli Feng},
title = {On the Maximal Local Disparity of Fairness-Aware Classifiers},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=5cm2jGct2W},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunagalaS24,
author = {Kamesh Munagala and
Govind S. Sankar},
title = {Individual Fairness in Graph Decomposition},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=8f8SI9X9ox},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MunagalaS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NelaturuR0HF24,
author = {Sree Harsha Nelaturu and
Nishaanth Kanna Ravichandran and
Cuong Tran and
Sara Hooker and
Ferdinando Fioretto},
title = {On The Fairness Impacts of Hardware Selection in Machine Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=weixEb6Wjd},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NelaturuR0HF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sharma024,
author = {Mohit Sharma and
Amit Deshpande},
title = {How Far Can Fairness Constraints Help Recover From Biased Data?},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=RfQT6vJt8b},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sharma024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TifreaLPHBP24,
author = {Alexandru Tifrea and
Preethi Lahoti and
Ben Packer and
Yoni Halpern and
Ahmad Beirami and
Flavien Prost},
title = {FRAPP{\'{E}}: {A} Group Fairness Framework for Post-Processing
Everything},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=JndWnomyIc},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TifreaLPHBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuDSZWZH24,
author = {Yuancheng Xu and
Chenghao Deng and
Yanchao Sun and
Ruijie Zheng and
Xiyao Wang and
Jieyu Zhao and
Furong Huang},
title = {Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation
Strategies towards Equal Long-term Benefit Rate},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=yUPBkPKzHw},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuDSZWZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yadav0BC24,
author = {Chhavi Yadav and
Amrita Roy Chowdhury and
Dan Boneh and
Kamalika Chaudhuri},
title = {FairProof : Confidential and Certifiable Fairness for Neural Networks},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=EKye56rLuv},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yadav0BC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0Z24,
author = {Lujing Zhang and
Aaron Roth and
Linjun Zhang},
title = {Fair Risk Control: {A} Generalized Framework for Calibrating Multi-group
Fairness Risks},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=6KtXzUUEp4},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconference/GironaY24,
author = {Antonio E. Girona and
Lynette Yarger},
editor = {Isaac Sserwanga and
Hideo Joho and
Jie Ma and
Preben Hansen and
Dan Wu and
Masanori Koizumi and
Anne J. Gilliland},
title = {To Impress an Algorithm: Minoritized Applicants' Perceptions of Fairness
in {AI} Hiring Systems},
booktitle = {Wisdom, Well-Being, Win-Win - 19th International Conference, iConference
2024, Changchun, China, April 15-26, 2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14597},
pages = {43--61},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-57860-1\_4},
doi = {10.1007/978-3-031-57860-1\_4},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconference/GironaY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ChenZSH24,
author = {Zhenpeng Chen and
Jie M. Zhang and
Federica Sarro and
Mark Harman},
title = {Fairness Improvement with Multiple Protected Attributes: How Far Are
We?},
booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software
Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024},
pages = {160:1--160:13},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3597503.3639083},
doi = {10.1145/3597503.3639083},
timestamp = {Mon, 24 Jun 2024 15:20:25 +0200},
biburl = {https://dblp.org/rec/conf/icse/ChenZSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/FerraraCGLP24,
author = {Carmine Ferrara and
Francesco Casillo and
Carmine Gravino and
Andrea De Lucia and
Fabio Palomba},
title = {ReFAIR: Toward a Context-Aware Recommender for Fairness Requirements
Engineering},
booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software
Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024},
pages = {213:1--213:12},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3597503.3639185},
doi = {10.1145/3597503.3639185},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/FerraraCGLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/LiCZZ0LGL24,
author = {Tianlin Li and
Yue Cao and
Jian Zhang and
Shiqian Zhao and
Yihao Huang and
Aishan Liu and
Qing Guo and
Yang Liu},
title = {{RUNNER:} Responsible UNfair NEuron Repair for Enhancing Deep Neural
Network Fairness},
booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software
Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024},
pages = {9:1--9:13},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3597503.3623334},
doi = {10.1145/3597503.3623334},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/LiCZZ0LGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/Shome0D24,
author = {Arumoy Shome and
Lu{\'{\i}}s Cruz and
Arie van Deursen},
title = {Data vs. Model Machine Learning Fairness Testing: An Empirical Study},
booktitle = {Proceedings of the 2024 {IEEE/ACM} 46th International Conference on
Software Engineering: Companion Proceedings, {ICSE} Companion 2024,
Lisbon, Portugal, April 14-20, 2024},
pages = {366--367},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3639478.3643121},
doi = {10.1145/3639478.3643121},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/Shome0D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/WangZYS024,
author = {Zhaohui Wang and
Min Zhang and
Jingran Yang and
Bojie Shao and
Min Zhang},
title = {{MAFT:} Efficient Model-Agnostic Fairness Testing for Deep Neural
Networks via Zero-Order Gradient Search},
booktitle = {Proceedings of the 46th {IEEE/ACM} International Conference on Software
Engineering, {ICSE} 2024, Lisbon, Portugal, April 14-20, 2024},
pages = {121:1--121:12},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3597503.3639181},
doi = {10.1145/3597503.3639181},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/WangZYS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/YinW024,
author = {Zhipeng Yin and
Zichong Wang and
Wenbin Zhang},
title = {Improving Fairness in Machine Learning Software via Counterfactual
Fairness Thinking},
booktitle = {Proceedings of the 2024 {IEEE/ACM} 46th International Conference on
Software Engineering: Companion Proceedings, {ICSE} Companion 2024,
Lisbon, Portugal, April 14-20, 2024},
pages = {420--421},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3639478.3643531},
doi = {10.1145/3639478.3643531},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/YinW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeeids/0003ZWLLQFG0WCW24,
author = {Zhixin Li and
Rui Zhu and
Zihao Wang and
Jiale Li and
Kaiyuan Liu and
Yue Qin and
Yongming Fan and
Mingyu Gu and
Zhihui Lu and
Jie Wu and
Hongfeng Chai and
Xiaofeng Wang and
Haixu Tang},
title = {FairFix: Enhancing Fairness of Pre-Trained Deep Neural Networks with
Scarce Data Resources},
booktitle = {10th {IEEE} International Conference on Intelligent Data and Security,
{IDS} 2024, NYC, NY, USA, May 10-12, 2024},
pages = {14--20},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IDS62739.2024.00010},
doi = {10.1109/IDS62739.2024.00010},
timestamp = {Fri, 02 Aug 2024 08:45:57 +0200},
biburl = {https://dblp.org/rec/conf/ieeeids/0003ZWLLQFG0WCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/GiacomoniP24,
author = {Luca Giacomoni and
George Parisis},
title = {Reinforcement Learning-based Congestion Control: {A} Systematic Evaluation
of Fairness, Efficiency and Responsiveness},
booktitle = {{IEEE} {INFOCOM} 2024 - {IEEE} Conference on Computer Communications,
Vancouver, BC, Canada, May 20-23, 2024},
pages = {1451--1460},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/INFOCOM52122.2024.10621288},
doi = {10.1109/INFOCOM52122.2024.10621288},
timestamp = {Tue, 20 Aug 2024 13:54:36 +0200},
biburl = {https://dblp.org/rec/conf/infocom/GiacomoniP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiuCLLW24,
author = {Yiqi Liu and
Shan Chang and
Ye Liu and
Bo Li and
Cong Wang},
title = {FairFed: Improving Fairness and Efficiency of Contribution Evaluation
in Federated Learning via Cooperative Shapley Value},
booktitle = {{IEEE} {INFOCOM} 2024 - {IEEE} Conference on Computer Communications,
Vancouver, BC, Canada, May 20-23, 2024},
pages = {621--630},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/INFOCOM52122.2024.10621438},
doi = {10.1109/INFOCOM52122.2024.10621438},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LiuCLLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/GeBB24,
author = {Haosen Ge and
Hamsa Bastani and
Osbert Bastani},
editor = {Venkatesan Guruswami},
title = {Rethinking Fairness for Human-AI Collaboration (Extended Abstract)},
booktitle = {15th Innovations in Theoretical Computer Science Conference, {ITCS}
2024, January 30 to February 2, 2024, Berkeley, CA, {USA}},
series = {LIPIcs},
volume = {287},
pages = {52:1--52:1},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2024.52},
doi = {10.4230/LIPICS.ITCS.2024.52},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/GeBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/MukherjeePSSR24,
author = {Monish Mukherjee and
Shiva Poudel and
Rabayet Sadnan and
Tylor E. Slay and
Andrew P. Reiman},
title = {Enabling Fairness in Distributed {PV} Curtailment for Voltage Regulation:
{A} Comparative Analysis},
booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2024, Washington, DC, USA, February 19-22, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISGT59692.2024.10454182},
doi = {10.1109/ISGT59692.2024.10454182},
timestamp = {Wed, 13 Mar 2024 18:04:53 +0100},
biburl = {https://dblp.org/rec/conf/isgt/MukherjeePSSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/GoyalB0D24,
author = {Navita Goyal and
Connor Baumler and
Tin Nguyen and
Hal Daum{\'{e}} III},
title = {The Impact of Explanations on Fairness in Human-AI Decision-Making:
Protected vs Proxy Features},
booktitle = {Proceedings of the 29th International Conference on Intelligent User
Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024},
pages = {155--180},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640543.3645210},
doi = {10.1145/3640543.3645210},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/GoyalB0D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/HaiderCY24,
author = {Chowdhury Mohammad Rakin Haider and
Christopher W. Clifton and
Ming Yin},
title = {Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?},
booktitle = {Proceedings of the 29th International Conference on Intelligent User
Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024},
pages = {304--324},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640543.3645209},
doi = {10.1145/3640543.3645209},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/HaiderCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbf/SahaST24,
author = {Pritilata Saha and
Abhirup Sinha and
Philipp Terh{\"{o}}rst},
title = {How does Rejecting Low-Confidence Decisions in Face Recognition Affect
Fairness?},
booktitle = {12th International Workshop on Biometrics and Forensics, {IWBF} 2024,
Enschede, The Netherlands, April 11-12, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IWBF62628.2024.10593911},
doi = {10.1109/IWBF62628.2024.10593911},
timestamp = {Thu, 01 Aug 2024 17:05:06 +0200},
biburl = {https://dblp.org/rec/conf/iwbf/SahaST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001000T024,
author = {Yicong Li and
Yu Yang and
Jiannong Cao and
Shuaiqi Liu and
Haoran Tang and
Guandong Xu},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Toward Structure Fairness in Dynamic Graph Embedding: {A} Trend-aware
Dual Debiasing Approach},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {1701--1712},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671848},
doi = {10.1145/3637528.3671848},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001000T024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0005WLRDY24,
author = {Tong Chen and
Danny Wang and
Xurong Liang and
Marten Risius and
Gianluca Demartini and
Hongzhi Yin},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Hate Speech Detection with Generalizable Target-aware Fairness},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {365--375},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671821},
doi = {10.1145/3637528.3671821},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0005WLRDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0010JWWKG024,
author = {Chen Zhao and
Kai Jiang and
Xintao Wu and
Haoliang Wang and
Latifur Khan and
Christan Grant and
Feng Chen},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Algorithmic Fairness Generalization under Covariate and Dependence
Shifts Simultaneously},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {4419--4430},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671909},
doi = {10.1145/3637528.3671909},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0010JWWKG024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Cui00LL24,
author = {Shuang Cui and
Kai Han and
Shaojie Tang and
Feng Li and
Jun Luo},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Fairness in Streaming Submodular Maximization Subject to a Knapsack
Constraint},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {514--525},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671778},
doi = {10.1145/3637528.3671778},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Cui00LL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/IslamVSR24,
author = {Md Mouinul Islam and
Soroush Vahidi and
Baruch Schieber and
Senjuti Basu Roy},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Promoting Fairness and Priority in Selecting \emph{k}-Winners Using
{IRV}},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {1199--1210},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671735},
doi = {10.1145/3637528.3671735},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/IslamVSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LuC024,
author = {Shenyu Lu and
Junyi Chai and
Xiaoqian Wang},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Neural Collapse Inspired Debiased Representation Learning for Min-max
Fairness},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {2048--2059},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671902},
doi = {10.1145/3637528.3671902},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LuC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LuoHYHH0024,
author = {Renqiang Luo and
Huafei Huang and
Shuo Yu and
Zhuoyang Han and
Estrid He and
Xiuzhen Zhang and
Feng Xia},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {{FUGNN:} Harmonizing Fairness and Utility in Graph Neural Networks},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {2072--2081},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671834},
doi = {10.1145/3637528.3671834},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LuoHYHH0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangWLPYWYWF24,
author = {Zihui Wang and
Zheng Wang and
Lingjuan Lyu and
Zhaopeng Peng and
Zhicheng Yang and
Chenglu Wen and
Rongshan Yu and
Cheng Wang and
Xiaoliang Fan},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in
Federated Learning},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3299--3310},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671748},
doi = {10.1145/3637528.3671748},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangWLPYWYWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YfantidouSCVQK24,
author = {Sofia Yfantidou and
Dimitris Spathis and
Marios Constantinides and
Athena Vakali and
Daniele Quercia and
Fahim Kawsar},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Using Self-supervised Learning Can Improve Model Fairness},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3942--3953},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671991},
doi = {10.1145/3637528.3671991},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YfantidouSCVQK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZWTHW24,
author = {Dacao Zhang and
Kun Zhang and
Le Wu and
Mi Tian and
Richang Hong and
Meng Wang},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {4143--4154},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3672049},
doi = {10.1145/3637528.3672049},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZWTHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/KemmerzellS24,
author = {Nils Kemmerzell and
Annika Schreiner},
editor = {Andreas Hotho and
Sebastian Rudolph},
title = {Quantifying the Trade-Offs Between Dimensions of Trustworthy {AI}
- An Empirical Study on Fairness, Explainability, Privacy, and Robustness},
booktitle = {{KI} 2024: Advances in Artificial Intelligence - 47th German Conference
on AI, W{\"{u}}rzburg, Germany, September 25-27, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14992},
pages = {128--146},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70893-0\_10},
doi = {10.1007/978-3-031-70893-0\_10},
timestamp = {Wed, 04 Sep 2024 21:11:47 +0200},
biburl = {https://dblp.org/rec/conf/ki/KemmerzellS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/HuZFL24,
author = {Zirui Hu and
Zheng Zhang and
Wenjun Feng and
Qi Liu},
editor = {Cungeng Cao and
Huajun Chen and
Liang Zhao and
Junaid Arshad and
A. Taufiq Asyhari and
Yonghao Wang},
title = {Achieving Universal Fairness in Machine Learning: {A} Multi-objective
Optimization Perspective},
booktitle = {Knowledge Science, Engineering and Management - 17th International
Conference, {KSEM} 2024, Birmingham, UK, August 16-18, 2024, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14885},
pages = {164--179},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5495-3\_12},
doi = {10.1007/978-981-97-5495-3\_12},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/HuZFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/BarrettDG24,
author = {Jake Barrett and
Alasdair Day and
Kobi Gal},
title = {Improving Model Fairness with Time-Augmented Bayesian Knowledge Tracing},
booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
{LAK} 2024, Kyoto, Japan, March 18-22, 2024},
pages = {46--54},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3636555.3636849},
doi = {10.1145/3636555.3636849},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/BarrettDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/CohauszKS24,
author = {Lea Cohausz and
Jakob Kappenberger and
Heiner Stuckenschmidt},
title = {What Fairness Metrics Can Really Tell You: {A} Case Study in the Educational
Domain},
booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
{LAK} 2024, Kyoto, Japan, March 18-22, 2024},
pages = {792--799},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3636555.3636873},
doi = {10.1145/3636555.3636873},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/CohauszKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/XuOPZY24,
author = {Zhen Xu and
Joseph Olson and
Nicole Pochinki and
Zhijian Zheng and
Renzhe Yu},
title = {Contexts Matter but How? Course-Level Correlates of Performance and
Fairness Shift in Predictive Model Transfer},
booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
{LAK} 2024, Kyoto, Japan, March 18-22, 2024},
pages = {713--724},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3636555.3636936},
doi = {10.1145/3636555.3636936},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/XuOPZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/latin/NguyenBNV24,
author = {Minh Hieu Nguyen and
Mourad Ba{\"{\i}}ou and
Viet Hung Nguyen and
Thi Quynh Trang Vo},
editor = {Jos{\'{e}} A. Soto and
Andreas Wiese},
title = {Proportional Fairness for Combinatorial Optimization},
booktitle = {{LATIN} 2024: Theoretical Informatics - 16th Latin American Symposium,
Puerto Varas, Chile, March 18-22, 2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14579},
pages = {304--319},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-55601-2\_20},
doi = {10.1007/978-3-031-55601-2\_20},
timestamp = {Wed, 13 Mar 2024 19:10:54 +0100},
biburl = {https://dblp.org/rec/conf/latin/NguyenBNV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/BanawanKTTV24,
author = {Michelle Banawan and
Elias John Kukas and
John Richard Tano and
Adonna Tan and
Ramil Villegas},
editor = {David Joyner and
Min Kyu Kim and
Xu Wang and
Meng Xia},
title = {Transformative Approach to Fairness and Transparency in Classroom
Participation Assessment},
booktitle = {Proceedings of the Eleventh {ACM} Conference on Learning @ Scale,
L@S 2024, Atlanta, GA, USA, July 18-20, 2024},
pages = {501--504},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3657604.3664708},
doi = {10.1145/3657604.3664708},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lats/BanawanKTTV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/meco/HumaishRAC24,
author = {Mohammed A. Ba Humaish and
Tarek K. Refaat and
Hassanein H. Amer and
Betim Cico},
title = {QoE Fairness and Resilience Strategies for Access Point Failures in
Smart Greenhouses},
booktitle = {13th Mediterranean Conference on Embedded Computing, {MECO} 2024,
Budva, Montenegro, June 11-14, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MECO62516.2024.10577850},
doi = {10.1109/MECO62516.2024.10577850},
timestamp = {Wed, 24 Jul 2024 12:08:47 +0200},
biburl = {https://dblp.org/rec/conf/meco/HumaishRAC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/meditcom/SultanaD24,
author = {Tanin Sultana and
Sorina Dumitrescu},
title = {Proportional Fairness-based Joint Channel and Power Allocation for
Hybrid {NOMA-OMA} Downlink Systems},
booktitle = {{IEEE} International Mediterranean Conference on Communications and
Networking, MeditCom 2024, Madrid, Spain, July 8-11, 2024},
pages = {395--400},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MeditCom61057.2024.10621398},
doi = {10.1109/MEDITCOM61057.2024.10621398},
timestamp = {Tue, 20 Aug 2024 14:42:17 +0200},
biburl = {https://dblp.org/rec/conf/meditcom/SultanaD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipro/CuturaVDS24,
author = {Lucija Cutura and
Klemo Vladimir and
Goran Delac and
Marin Silic},
editor = {Snjezana Babic and
Zeljka Car and
Marina Cicin{-}Sain and
Dragan Cisic and
Pavel Ergovic and
Tihana Galinac Grbac and
Vera Gradisnik and
Stjepan Gros and
Andrej Jokic and
Alan Jovic and
Darko Jurekovic and
Tihomir Katulic and
Marko Koricic and
Vedran Mornar and
Juraj Petrovic and
Karolj Skala and
Dejan Skvorc and
Vlado Sruk and
Marko Svaco and
Edvard Tijan and
Neven Vrcek and
Boris Vrdoljak},
title = {Fairness in Graph-based Recommendation: Methods Overview},
booktitle = {47th {MIPRO} {ICT} and Electronics Convention, {MIPRO} 2024, Opatija,
Croatia, May 20-24, 2024},
pages = {850--855},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MIPRO60963.2024.10569148},
doi = {10.1109/MIPRO60963.2024.10569148},
timestamp = {Mon, 22 Jul 2024 14:40:46 +0200},
biburl = {https://dblp.org/rec/conf/mipro/CuturaVDS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ChenJE24,
author = {Hannah Chen and
Yangfeng Ji and
David Evans},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Addressing Both Statistical and Causal Gender Fairness in {NLP} Models},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {561--582},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.38},
doi = {10.18653/V1/2024.FINDINGS-NAACL.38},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ChenJE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiuGML24,
author = {Yanchen Liu and
Srishti Gautam and
Jiaqi Ma and
Himabindu Lakkaraju},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Confronting LLMs with Traditional {ML:} Rethinking the Fairness of
Large Language Models in Tabular Classifications},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {3603--3620},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.198},
doi = {10.18653/V1/2024.NAACL-LONG.198},
timestamp = {Thu, 29 Aug 2024 17:13:57 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LiuGML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/Wang0WTF24,
author = {Yuan Wang and
Xuyang Wu and
Hsin{-}Tai Wu and
Zhiqiang Tao and
Yi Fang},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Do Large Language Models Rank Fairly? An Empirical Study on the Fairness
of LLMs as Rankers},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {5712--5724},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.319},
doi = {10.18653/V1/2024.NAACL-LONG.319},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/Wang0WTF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZeeZS24,
author = {Anna Zee and
Marc Zee and
Anders S{\o}gaard},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Group Fairness in Multilingual Speech Recognition Models},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {2213--2226},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.143},
doi = {10.18653/V1/2024.FINDINGS-NAACL.143},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZeeZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ncc/KJBM24,
author = {Pallavi Varma P. K and
Krishna Jagannathan and
Dhivagar B and
Klutto Milleth},
title = {Resource Allocation for QoS Enforcement in 5G: Trading off Fairness
and Delay-Awareness},
booktitle = {National Conference on Communications, {NCC} 2024, Chennai, India,
February 28 - March 2, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/NCC60321.2024.10485929},
doi = {10.1109/NCC60321.2024.10485929},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ncc/KJBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/KapetanidouZKT24,
author = {Ioanna Angeliki Kapetanidou and
Ioannis Zacharis and
Marios Kostopoulos and
Vassilis Tsaoussidis},
title = {Experimenting with Ledbat++: Fairness, Flow Scalability and {LBE}
Compliance},
booktitle = {{IFIP} Networking Conference, {IFIP} Networking 2024, Thessaloniki,
Greece, June 3-6, 2024},
pages = {294--302},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.23919/IFIPNetworking62109.2024.10619757},
doi = {10.23919/IFIPNETWORKING62109.2024.10619757},
timestamp = {Wed, 04 Sep 2024 21:11:44 +0200},
biburl = {https://dblp.org/rec/conf/networking/KapetanidouZKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldl/FrombergNFC24,
author = {Laurits Fromberg and
Troels Nielsen and
Flavia Dalia Frumosu and
Line H. Clemmensen},
editor = {Tetiana Lutchyn and
Ad{\'{\i}}n Ram{\'{\i}}rez Rivera and
Benjamin Ricaud},
title = {Beyond Accuracy: Fairness, Scalability, and Uncertainty Considerations
in Facial Emotion Recognition},
booktitle = {Northern Lights Deep Learning Conference, {NLDL} 2024, 9-11 January
2024, UiT The Arctic University, Troms{\o}, Norway},
series = {Proceedings of Machine Learning Research},
volume = {233},
pages = {67--74},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v233/fromberg24a.html},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nldl/FrombergNFC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/IchinosekiKTH24,
author = {Shu Ichinoseki and
Yuki Koizumi and
Junji Takemasa and
Toru Hasegawa},
title = {Analysis on a Performance and Fairness Tradeoff in Entanglement Routing
for Quantum Networks},
booktitle = {{NOMS} 2024 {IEEE} Network Operations and Management Symposium, Seoul,
Republic of Korea, May 6-10, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/NOMS59830.2024.10575563},
doi = {10.1109/NOMS59830.2024.10575563},
timestamp = {Tue, 16 Jul 2024 15:37:36 +0200},
biburl = {https://dblp.org/rec/conf/noms/IchinosekiKTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/odyssey/Chouchane0GET24,
author = {Ouba{\"{\i}}da Chouchane and
Christoph Busch and
Chiara Galdi and
Nicholas W. D. Evans and
Massimiliano Todisco},
editor = {Najim Dehak and
Patrick Cardinal},
title = {A Comparison of Differential Performance Metrics for the Evaluation
of Automatic Speaker Verification Fairness},
booktitle = {Odyssey 2024: The Speaker and Language Recognition Workshop, Quebec
City, Canada, June 18-21, 2024},
pages = {209--216},
publisher = {{ISCA}},
year = {2024},
url = {https://doi.org/10.21437/odyssey.2024-30},
doi = {10.21437/ODYSSEY.2024-30},
timestamp = {Wed, 31 Jul 2024 15:08:41 +0200},
biburl = {https://dblp.org/rec/conf/odyssey/Chouchane0GET24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/0007CLZ0ZGS24,
author = {Ying Sheng and
Shiyi Cao and
Dacheng Li and
Banghua Zhu and
Zhuohan Li and
Danyang Zhuo and
Joseph E. Gonzalez and
Ion Stoica},
editor = {Ada Gavrilovska and
Douglas B. Terry},
title = {Fairness in Serving Large Language Models},
booktitle = {18th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2024, Santa Clara, CA, USA, July 10-12, 2024},
pages = {965--988},
publisher = {{USENIX} Association},
year = {2024},
url = {https://www.usenix.org/conference/osdi24/presentation/sheng},
timestamp = {Tue, 16 Jul 2024 16:41:59 +0200},
biburl = {https://dblp.org/rec/conf/osdi/0007CLZ0ZGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pacificvis/YanZMMW24,
author = {Xinyuan Yan and
Youjia Zhou and
Arul Mishra and
Himanshu Mishra and
Bei Wang},
title = {Exploring Visualization for Fairness in {AI} Education},
booktitle = {17th {IEEE} Pacific Visualization Conference, PacificVis 2024, Tokyo,
Japan, April 23-26, 2024},
pages = {1--10},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/PacificVis60374.2024.00010},
doi = {10.1109/PACIFICVIS60374.2024.00010},
timestamp = {Wed, 26 Jun 2024 08:34:39 +0200},
biburl = {https://dblp.org/rec/conf/pacificvis/YanZMMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pacis/ZhuL24,
author = {Zhengyu Zhu and
Libo Liu},
editor = {Tuan Quang Phan and
Bernard C. Y. Tan and
Hoanh{-}Su Le and
Nguyen Hoang Thuan and
Michael Chau and
Khim Yong Goh},
title = {Investigating User Perceptions of Fairness in Social Media Marketing
Platform},
booktitle = {28th Pacific Asia Conference on Information Systems, {PACIS} 2024,
Ho Chi Minh City, Vietnam, July 1-5, 2024},
year = {2024},
url = {https://aisel.aisnet.org/pacis2024/track\_10\_ebus/track10\_ebus/2},
timestamp = {Fri, 19 Jul 2024 15:43:44 +0200},
biburl = {https://dblp.org/rec/conf/pacis/ZhuL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GhodsiSN24,
author = {Siamak Ghodsi and
Seyed Amjad Seyedi and
Eirini Ntoutsi},
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual
Fair Graph Clustering},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14645},
pages = {284--296},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2242-6\_23},
doi = {10.1007/978-981-97-2242-6\_23},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GhodsiSN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangBLL24,
author = {Heng Huang and
Yunhan Bai and
Hongwei Liang and
Xiaozhong Liu},
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {{IR} Embedding Fairness Inspection via Contrastive Learning and Human-AI
Collaborative Intelligence},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14648},
pages = {142--153},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2238-9\_11},
doi = {10.1007/978-981-97-2238-9\_11},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HuangBLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuLXZZDWTZY24,
author = {Yifan Liu and
Weiwen Liu and
Wei Xia and
Jieming Zhu and
Weinan Zhang and
Zhenhua Dong and
Yang Wang and
Ruiming Tang and
Rui Zhang and
Yong Yu},
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {Multi-sourced Integrated Ranking with Exposure Fairness},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14649},
pages = {207--218},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2262-4\_17},
doi = {10.1007/978-981-97-2262-4\_17},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuLXZZDWTZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DubowskiWWP24,
author = {Adam Dubowski and
Hilde J. P. Weerts and
Anouk Wolters and
Mykola Pechenizkiy},
editor = {Albert Bifet and
Povilas Daniusis and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Kai Puolam{\"{a}}ki and
Indre Zliobaite},
title = {Subgroup Harm Assessor: Identifying Potential Fairness-Related Harms
and Predictive Bias},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
and Demo Track - European Conference, {ECML} {PKDD} 2024, Vilnius,
Lithuania, September 9-13, 2024, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {14948},
pages = {413--417},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70371-3\_31},
doi = {10.1007/978-3-031-70371-3\_31},
timestamp = {Wed, 11 Sep 2024 11:32:10 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DubowskiWWP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KangCSSL24,
author = {Yufan Kang and
Jeffrey Chan and
Wei Shao and
Flora D. Salim and
Christopher Leckie},
editor = {Albert Bifet and
Tomas Krilavicius and
Ioanna Miliou and
Slawomir Nowaczyk},
title = {Long-Term Fairness in Ride-Hailing Platform},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2024, Vilnius,
Lithuania, September 9-13, 2024, Proceedings, Part {IX}},
series = {Lecture Notes in Computer Science},
volume = {14949},
pages = {223--239},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70378-2\_14},
doi = {10.1007/978-3-031-70378-2\_14},
timestamp = {Wed, 11 Sep 2024 11:32:10 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KangCSSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangCBCCZ24,
author = {Zichong Wang and
Zhibo Chu and
Ronald Blanco and
Zhong Chen and
Shu{-}Ching Chen and
Wenbin Zhang},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {Advancing Graph Counterfactual Fairness Through Fair Representation
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14947},
pages = {40--58},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70368-3\_3},
doi = {10.1007/978-3-031-70368-3\_3},
timestamp = {Wed, 11 Sep 2024 11:32:09 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangCBCCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangDYCWYZ24,
author = {Zichong Wang and
Jocelyn Dzuong and
Xiaoyong Yuan and
Zhong Chen and
Yanzhao Wu and
Xin Yao and
Wenbin Zhang},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {Individual Fairness with Group Awareness Under Uncertainty},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14945},
pages = {89--106},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70362-1\_6},
doi = {10.1007/978-3-031-70362-1\_6},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangDYCWYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangXLLC24,
author = {Lingfu Wang and
Zuobin Xiong and
Guangchun Luo and
Wei Li and
Aiguo Chen},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {{FCFL:} {A} Fairness Compensation-Based Federated Learning Scheme
with Accumulated Queues},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14943},
pages = {386--402},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70352-2\_23},
doi = {10.1007/978-3-031-70352-2\_23},
timestamp = {Fri, 06 Sep 2024 21:44:21 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangXLLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/HerreraMK0T24,
author = {Salvador Robles Herrera and
Verya Monjezi and
Vladik Kreinovich and
Ashutosh Trivedi and
Saeid Tizpaz{-}Niari},
editor = {Weiyi Shang and
Maxime Lamothe and
Zhiyuan Wan},
title = {Predicting Fairness of {ML} Software Configurations},
booktitle = {Proceedings of the 20th International Conference on Predictive Models
and Data Analytics in Software Engineering, {PROMISE} 2024, Porto
de Galinhas, Brazil, 16 July 2024},
pages = {56--65},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663533.3664040},
doi = {10.1145/3663533.3664040},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/HerreraMK0T24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Jamil24,
author = {Hasan Jamil},
editor = {Jiman Hong and
Juw Won Park},
title = {Equity and Fairness Challenges in Online Learning in the Age of ChatGPT},
booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2024, Avila, Spain, April 8-12, 2024},
pages = {91--92},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3605098.3636108},
doi = {10.1145/3605098.3636108},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/Jamil24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Saarela24,
author = {Mirka Saarela},
editor = {Jiman Hong and
Juw Won Park},
title = {On the relation of causality- versus correlation-based feature selection
on model fairness},
booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2024, Avila, Spain, April 8-12, 2024},
pages = {56--64},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3605098.3636018},
doi = {10.1145/3605098.3636018},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/Saarela24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SouzaM24,
author = {Rodrigo Souza and
Marcelo Manzato},
editor = {Jiman Hong and
Juw Won Park},
title = {A Two-Stage Calibration Approach for Mitigating Bias and Fairness
in Recommender Systems},
booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2024, Avila, Spain, April 8-12, 2024},
pages = {1659--1661},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3605098.3636092},
doi = {10.1145/3605098.3636092},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/SouzaM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sacmat/NuoskalaRDM24,
author = {Camille Nuoskala and
Reyhaneh Rabbaninejad and
Tassos Dimitriou and
Antonis Michalas},
editor = {Jianwei Niu and
Jaideep Vaidya},
title = {FE[r]Chain: Enforcing Fairness in Blockchain Data Exchanges Through
Verifiable Functional Encryption},
booktitle = {Proceedings of the 29th {ACM} Symposium on Access Control Models and
Technologies, {SACMAT} 2024, San Antonio, TX, USA, May 15-17, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3649158.3657049},
doi = {10.1145/3649158.3657049},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sacmat/NuoskalaRDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/satml/ElzaynBVJGH24,
author = {Hadi Elzayn and
Emily Black and
Patrick Vossler and
Nathanael Jo and
Jacob Goldin and
Daniel E. Ho},
title = {Estimating and Implementing Conventional Fairness Metrics With Probabilistic
Protected Features},
booktitle = {{IEEE} Conference on Secure and Trustworthy Machine Learning, SaTML
2024, Toronto, ON, Canada, April 9-11, 2024},
pages = {161--193},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SaTML59370.2024.00016},
doi = {10.1109/SATML59370.2024.00016},
timestamp = {Wed, 15 May 2024 16:13:31 +0200},
biburl = {https://dblp.org/rec/conf/satml/ElzaynBVJGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sds3/HauffCM0CT24,
author = {Marco Hauff and
Lina Molinas Comet and
Paul Moosmann and
Christoph Lange and
Ioannis Chrysakis and
Johannes Theissen{-}Lipp},
editor = {Johannes Theissen{-}Lipp and
Pieter Colpaert and
Sulayman K. Sowe and
Edward Curry and
Stefan Decker},
title = {FAIRness in Dataspaces: The Role of Semantics for Data Management},
booktitle = {Proceedings of the Second International Workshop on Semantics in Dataspaces
{(SDS} 2024) co-located with the 21st Extended Semantic Web Conference
{(ESWC} 2024), Hersonissos, Greece, May 26, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3705},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3705/paper01.pdf},
timestamp = {Thu, 20 Jun 2024 17:09:46 +0200},
biburl = {https://dblp.org/rec/conf/sds3/HauffCM0CT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sepln/LopezVBM24,
author = {Luis Alfonso Ure{\~{n}}a L{\'{o}}pez and
Mar{\'{\i}}a Teresa Mart{\'{\i}}n Valdivia and
Estela Saquete Bor{\'{o}} and
Patricio Mart{\'{\i}}nez{-}Barco},
editor = {Alba Bonet{-}Jover and
Robiert Sep{\'{u}}lveda{-}Torres and
Rafael Mu{\~{n}}oz Guillena and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Elena Lloret Pastor and
{\'{A}}lvaro Rodrigo{-}Yuste and
Aitziber Atutxa},
title = {SocialFairness: Assessing Fairness in Digital Media},
booktitle = {Proceedings of the Seminar of the Spanish Society for Natural Language
Processing: Projects and System Demonstrations {(SEPLN-CEDI-PD} 2024)
co-located with the 7th Spanish Conference on Informatics {(CEDI}
2024), {A} Coru{\~{n}}a, Spain, June 19-20, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3729},
pages = {18--23},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3729/p5\_rev.pdf},
timestamp = {Fri, 26 Jul 2024 13:58:33 +0200},
biburl = {https://dblp.org/rec/conf/sepln/LopezVBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/PhilipAWMSSMSS24,
author = {Adithya Abraham Philip and
Rukshani Athapathu and
Ranysha Ware and
Fabian Francis Mkocheko and
Alexis Schlomer and
Mengrou Shou and
Zili Meng and
Srinivasan Seshan and
Justine Sherry},
title = {Prudentia: Findings of an Internet Fairness Watchdog},
booktitle = {Proceedings of the {ACM} {SIGCOMM} 2024 Conference, {ACM} {SIGCOMM}
2024, Sydney, NSW, Australia, August 4-8, 2024},
pages = {506--520},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3651890.3672229},
doi = {10.1145/3651890.3672229},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/PhilipAWMSSMSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcpr/Saryazdi24,
author = {Amirhossein Hajigholam Saryazdi},
editor = {Sam Zaza and
Cindy K. Riemenschneider and
Indira R. Guzman and
May Bantan and
Thema Monroe{-}White and
Rui Sundrup and
Nita Brooks and
Jason A. Williams and
Dongwon Lee},
title = {Algorithm Bias and Perceived Fairness: {A} Comprehensive Scoping Review},
booktitle = {Proceedings of the 2024 Computers and People Research Conference,
{SIGMIS-CPR} 2024, Murfreesboro, TN, USA, 29 May 2024- 1 June 2024},
pages = {6:1--6:9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3632634.3655848},
doi = {10.1145/3632634.3655848},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcpr/Saryazdi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/NewmanOLWE24,
author = {Pax Newman and
Tyanin Opdahl and
Yudong Liu and
Scott Wehrwein and
Yasmine N. Elglaly},
editor = {Ben Stephenson and
Jeffrey A. Stone and
Lina Battestilli and
Samuel A. Rebelsky and
Libby Shoop},
title = {Crafting Disability Fairness Learning in Data Science: {A} Student-Centric
Pedagogical Approach},
booktitle = {Proceedings of the 55th {ACM} Technical Symposium on Computer Science
Education, {SIGCSE} 2024, Volume 1, Portland, OR, USA, March 20-23,
2024},
pages = {944--950},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626252.3630815},
doi = {10.1145/3626252.3630815},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcse/NewmanOLWE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Guo00ZLZ24,
author = {Huizhong Guo and
Dongxia Wang and
Zhu Sun and
Haonan Zhang and
Jinfeng Li and
Jie Zhang},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Configurable Fairness for New Item Recommendation Considering Entry
Time of Items},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {437--447},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657694},
doi = {10.1145/3626772.3657694},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Guo00ZLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Han0ZZL24,
author = {Zhongxuan Han and
Chaochao Chen and
Xiaolin Zheng and
Li Zhang and
Yuyuan Li},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Hypergraph Convolutional Network for User-Oriented Fairness in Recommender
Systems},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {903--913},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657737},
doi = {10.1145/3626772.3657737},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Han0ZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JanichMO24,
author = {Thomas J{\"{a}}nich and
Graham McDonald and
Iadh Ounis},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Fairness-Aware Exposure Allocation via Adaptive Reranking},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {1504--1513},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657794},
doi = {10.1145/3626772.3657794},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/JanichMO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/RampiselaRML24,
author = {Theresia Veronika Rampisela and
Tuukka Ruotsalo and
Maria Maistro and
Christina Lioma},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Can We Trust Recommender System Fairness Evaluation? The Role of Fairness
and Relevance},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {271--281},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657832},
doi = {10.1145/3626772.3657832},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/RampiselaRML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/VardasbiR0024,
author = {Ali Vardasbi and
Maarten de Rijke and
Fernando Diaz and
Mostafa Dehghani},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {The Impact of Group Membership Bias on the Quality and Fairness of
Exposure in Ranking},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {1514--1524},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657752},
doi = {10.1145/3626772.3657752},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/VardasbiR0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangJML24,
author = {Eugene Yang and
Thomas J{\"{a}}nich and
James Mayfield and
Dawn J. Lawrie},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Language Fairness in Multilingual Information Retrieval},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {2487--2491},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657943},
doi = {10.1145/3626772.3657943},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/YangJML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhuZY24,
author = {Xinyu Zhu and
Lilin Zhang and
Ning Yang},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Adaptive Fair Representation Learning for Personalized Fairness in
Recommendations via Information Alignment},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {427--436},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657709},
doi = {10.1145/3626772.3657709},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhuZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/ZhangMC24,
author = {Yiguang Zhang and
Reetahan Mukhopadhyay and
Augustin Chaintreau},
editor = {Michele Garetto and
Andrea Marin and
Florin Ciucu and
Giulia Fanti and
Rhonda Righter},
title = {Network Fairness Ambivalence: When Does Social Network Capital Mitigate
or Amplify Unfairness?},
booktitle = {Abstracts of the 2024 {ACM} {SIGMETRICS/IFIP} {PERFORMANCE} Joint
International Conference on Measurement and Modeling of Computer Systems,
{SIGMETRICS/PERFORMANCE} 2024, Venice, Italy, June 10-14, 2024},
pages = {81--82},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3652963.3655072},
doi = {10.1145/3652963.3655072},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/ZhangMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BellFS24,
author = {Andrew Bell and
Jo{\~{a}}o Fonseca and
Julia Stoyanovich},
editor = {Pablo Barcel{\'{o}} and
Nayat S{\'{a}}nchez{-}Pi and
Alexandra Meliou and
S. Sudarshan},
title = {The Game Of Recourse: Simulating Algorithmic Recourse over Time to
Improve Its Reliability and Fairness},
booktitle = {Companion of the 2024 International Conference on Management of Data,
{SIGMOD/PODS} 2024, Santiago AA, Chile, June 9-15, 2024},
pages = {464--467},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626246.3654742},
doi = {10.1145/3626246.3654742},
timestamp = {Wed, 24 Jul 2024 21:43:30 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/BellFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/KenneDEHRV24,
author = {Modeste Mefenya Kenne and
Prasanna Date and
Ronald T. Eguchi and
ZhengHui Hu and
Julie Rousseau and
Nalini Venkatasubramanian},
title = {iFair: Achieving Fairness in the Allocation of Scarce Resources for
Senior Health Care},
booktitle = {{IEEE} International Conference on Smart Computing, {SMARTCOMP} 2024,
Osaka, Japan, June 29 - July 2, 2024},
pages = {22--30},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SMARTCOMP61445.2024.00025},
doi = {10.1109/SMARTCOMP61445.2024.00025},
timestamp = {Mon, 29 Jul 2024 21:16:59 +0200},
biburl = {https://dblp.org/rec/conf/smartcomp/KenneDEHRV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/SuriyanarayanaSGS24,
author = {Varun Suriyanarayana and
Varun Sivashankar and
Siddharth Gollapudi and
David B. Shmoys},
editor = {David P. Woodruff},
title = {Improved Approximation Algorithms for the Joint Replenishment Problem
with Outliers, and with Fairness Constraints},
booktitle = {Proceedings of the 2024 {ACM-SIAM} Symposium on Discrete Algorithms,
{SODA} 2024, Alexandria, VA, USA, January 7-10, 2024},
pages = {2793--2828},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611977912.99},
doi = {10.1137/1.9781611977912.99},
timestamp = {Thu, 04 Apr 2024 19:38:10 +0200},
biburl = {https://dblp.org/rec/conf/soda/SuriyanarayanaSGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/YangZYLZL24,
author = {Zhijing Yang and
Hui Zhang and
Chunming Yang and
Bo Li and
Xujian Zhao and
Yin Long},
editor = {Shadi Ibrahim and
Suren Byna and
Tristan Allard and
Jay F. Lofstead and
Amelie Chi Zhou and
Tassadit Bouadi and
Jalil Boukhobza and
Diana Moise and
C{\'{e}}dric Tedeschi and
Jean Luca Bez},
title = {Scale Fairness on Spectral Clustering},
booktitle = {Proceedings of the 36th International Conference on Scientific and
Statistical Database Management, {SSDBM} 2024, Rennes, France, July
10-12, 2024},
pages = {9:1--9:9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3676288.3676301},
doi = {10.1145/3676288.3676301},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/YangZYLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/RanaldiRVOZ24,
author = {Leonardo Ranaldi and
Elena Sofia Ruzzetti and
Davide Venditti and
Dario Onorati and
Fabio Massimo Zanzotto},
editor = {Danushka Bollegala and
Vered Shwartz},
title = {A Trip Towards Fairness: Bias and De-Biasing in Large Language Models},
booktitle = {Proceedings of the 13th Joint Conference on Lexical and Computational
Semantics, *SEM 2024, Mexico City, Mexico, June 20-21, 2024},
pages = {372--384},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.starsem-1.30},
doi = {10.18653/V1/2024.STARSEM-1.30},
timestamp = {Mon, 12 Aug 2024 18:46:33 +0200},
biburl = {https://dblp.org/rec/conf/starsem/RanaldiRVOZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/AlvesJSM24,
author = {Gabrielle Alves and
Dietmar Jannach and
Rodrigo Ferrari de Souza and
Marcelo Garcia Manzato},
title = {User Perception of Fairness-Calibrated Recommendations},
booktitle = {Proceedings of the 32nd {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2024, Cagliari, Italy, July 1-4, 2024},
pages = {78--88},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3627043.3659558},
doi = {10.1145/3627043.3659558},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/AlvesJSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/HuebnerKN24,
author = {Blake Huebner and
Thomas Elmar Kolb and
Julia Neidhardt},
title = {Evaluating Group Fairness in News Recommendations: {A} Comparative
Study of Algorithms and Metrics},
booktitle = {Adjunct Proceedings of the 32nd {ACM} Conference on User Modeling,
Adaptation and Personalization, {UMAP} Adjunct 2024, Cagliari, Italy,
July 1-4, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3631700.3664897},
doi = {10.1145/3631700.3664897},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/HuebnerKN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/StumpfTNLSY24,
author = {Simone Stumpf and
Evdoxia Taka and
Yuri Nakao and
Lin Luo and
Ryosuke Sonoda and
Takuya Yokota},
title = {The Need for User-centred Assessment of {AI} Fairness and Correctness},
booktitle = {Adjunct Proceedings of the 32nd {ACM} Conference on User Modeling,
Adaptation and Personalization, {UMAP} Adjunct 2024, Cagliari, Italy,
July 1-4, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3631700.3664912},
doi = {10.1145/3631700.3664912},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/StumpfTNLSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TreuillierCOB24,
author = {C{\'{e}}lina Treuillier and
Sylvain Castagnos and
{\"{O}}zlem {\"{O}}zg{\"{o}}bek and
Armelle Brun},
title = {Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News
Recommender Systems},
booktitle = {Proceedings of the 32nd {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2024, Cagliari, Italy, July 1-4, 2024},
pages = {143--148},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3627043.3659571},
doi = {10.1145/3627043.3659571},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/TreuillierCOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/DIncaTPS24,
author = {Moreno D'Inc{\`{a}} and
Christos Tzelepis and
Ioannis Patras and
Nicu Sebe},
title = {Improving Fairness using Vision-Language Driven Image Augmentation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {4683--4692},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00463},
doi = {10.1109/WACV57701.2024.00463},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/DIncaTPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/JuHJCL24,
author = {Yan Ju and
Shu Hu and
Shan Jia and
George H. Chen and
Siwei Lyu},
title = {Improving Fairness in Deepfake Detection},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {4643--4653},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00459},
doi = {10.1109/WACV57701.2024.00459},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/JuHJCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SethP24,
author = {Pratinav Seth and
Abhilash K. Pai},
title = {Does the Fairness of Your Pre-Training Hold Up? Examining the Influence
of Pre-Training Techniques on Skin Tone Bias in Skin Lesion Classification},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops,
{WACVW} 2024 - Workshops, Waikoloa, HI, USA, January 1-6, 2024},
pages = {580--587},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACVW60836.2024.00067},
doi = {10.1109/WACVW60836.2024.00067},
timestamp = {Tue, 30 Apr 2024 09:16:29 +0200},
biburl = {https://dblp.org/rec/conf/wacv/SethP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ZhangHWM24,
author = {Zhaoyu Zhang and
Yang Hua and
Hui Wang and
Se{\'{a}}n F. McLoone},
title = {Improving the Fairness of the Min-Max Game in GANs Training},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2898--2907},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00289},
doi = {10.1109/WACV57701.2024.00289},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ZhangHWM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/GhoshOAE24,
author = {Pronab Ghosh and
Thiago Eustaquio Alves de Oliveira and
Fadi Alzhouri and
Dariush Ebrahimi},
title = {Maximizing Group-Based Vehicle Communications and Fairness: {A} Reinforcement
Learning Approach},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024,
Dubai, United Arab Emirates, April 21-24, 2024},
pages = {1--7},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WCNC57260.2024.10570939},
doi = {10.1109/WCNC57260.2024.10570939},
timestamp = {Mon, 15 Jul 2024 15:18:26 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/GhoshOAE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/GuoYH0S24,
author = {Ning Guo and
Xiaopeng Yuan and
Yulin Hu and
Bo Ai and
Anke Schmeink},
title = {Multi-Source {WPT} Enabled IoNT: Joint Resource Allocation for Fairness-Aware
Reliability Maximization in the {FBL} Regime},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024,
Dubai, United Arab Emirates, April 21-24, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WCNC57260.2024.10570777},
doi = {10.1109/WCNC57260.2024.10570777},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/GuoYH0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/MasroorGG24,
author = {Farha Masroor and
Adarsh Gopalakrishnan and
Neena Goveas},
title = {Machine Learning-Driven Patient Scheduling in Healthcare: {A} Fairness-Centric
Approach for Optimized Resource Allocation},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024,
Dubai, United Arab Emirates, April 21-24, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WCNC57260.2024.10571017},
doi = {10.1109/WCNC57260.2024.10571017},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/MasroorGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/ShenSP0E24,
author = {Pengfei Shen and
Yulin Shao and
Haoyuan Pan and
Lu Lu and
Yonina C. Eldar},
title = {Channel Cycle Time: {A} New Measure of Short-Term Fairness},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2024,
Dubai, United Arab Emirates, April 21-24, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WCNC57260.2024.10570536},
doi = {10.1109/WCNC57260.2024.10570536},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/ShenSP0E24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/AlmuzainiP024,
author = {Abdulaziz A. Almuzaini and
David M. Pennock and
Vivek K. Singh},
editor = {Luca Maria Aiello and
Yelena Mejova and
Oshani Seneviratne and
Jun Sun and
Sierra Kaiser and
Steffen Staab},
title = {Accuracy and Fairness for Web-Based Content Analysis under Temporal
Shifts and Delayed Labeling},
booktitle = {Proceedings of the 16th {ACM} Web Science Conference, {WEBSCI} 2024,
Stuttgart, Germany, May 21-24, 2024},
pages = {268--278},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3614419.3644028},
doi = {10.1145/3614419.3644028},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/websci/AlmuzainiP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wrla/RubioMPV24,
author = {Rub{\'{e}}n Rubio and
Narciso Mart{\'{\i}}{-}Oliet and
Isabel Pita and
Alberto Verdejo},
editor = {Kazuhiro Ogata and
Narciso Mart{\'{\i}}{-}Oliet},
title = {Specifying Fairness Constraints and Model Checking with Non-intensional
Strategies},
booktitle = {Rewriting Logic and Its Applications - 15th International Workshop,
{WRLA} 2024, Luxembourg City, Luxembourg, April 6-7, 2024, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14953},
pages = {145--162},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-65941-6\_8},
doi = {10.1007/978-3-031-65941-6\_8},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wrla/RubioMPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GomezC24,
author = {Alveiro Alonso Rosado Gomez and
Maritza Liliana Calder{\'{o}}n{-}Benavides},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Framework for Bias Detection in Machine Learning Models: {A} Fairness
Approach},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {1152--1154},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635731},
doi = {10.1145/3616855.3635731},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GomezC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangWH24,
author = {Haonan Wang and
Ziwei Wu and
Jingrui He},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {FairIF: Boosting Fairness in Deep Learning via Influence Functions
with Validation Set Sensitive Attributes},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {721--730},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635844},
doi = {10.1145/3616855.3635844},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WangWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/00080LZ0T024,
author = {Yifan Liu and
Wei Xia and
Weiwen Liu and
Menghui Zhu and
Weinan Zhang and
Ruiming Tang and
Yong Yu},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {HiFI: Hierarchical Fairness-aware Integrated Ranking with Constrained
Reinforcement Learning},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {196--205},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3648317},
doi = {10.1145/3589335.3648317},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/00080LZ0T024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JiangBZW0F024,
author = {Meng Jiang and
Keqin Bao and
Jizhi Zhang and
Wenjie Wang and
Zhengyi Yang and
Fuli Feng and
Xiangnan He},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Item-side Fairness of Large Language Model-based Recommendation System},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {4717--4726},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3648158},
doi = {10.1145/3589334.3648158},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JiangBZW0F024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiWXFWLS24,
author = {Yibo Li and
Xiao Wang and
Yujie Xing and
Shaohua Fan and
Ruijia Wang and
Yaoqi Liu and
Chuan Shi},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Graph Fairness Learning under Distribution Shifts},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {676--684},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645508},
doi = {10.1145/3589334.3645508},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiWXFWLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShangGCJL24,
author = {Yu Shang and
Chen Gao and
Jiansheng Chen and
Depeng Jin and
Yong Li},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Improving Item-side Fairness of Multimodal Recommendation via Modality
Debiasing},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {4697--4705},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3648156},
doi = {10.1145/3589334.3648156},
timestamp = {Sat, 03 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ShangGCJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/StoicaLC24,
author = {Ana{-}Andreea Stoica and
Nelly Litvak and
Augustin Chaintreau},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Fairness Rising from the Ranks: {HITS} and PageRank on Homophilic
Networks},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {2594--2602},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645609},
doi = {10.1145/3589334.3645609},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/StoicaLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangSMZZJM24,
author = {Yifan Wang and
Peijie Sun and
Weizhi Ma and
Min Zhang and
Yuan Zhang and
Peng Jiang and
Shaoping Ma},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Intersectional Two-sided Fairness in Recommendation},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3609--3620},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645518},
doi = {10.1145/3589334.3645518},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangSMZZJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YooZKQZ0WXCT24,
author = {Hyunsik Yoo and
Zhichen Zeng and
Jian Kang and
Ruizhong Qiu and
David Zhou and
Zhining Liu and
Fei Wang and
Charlie Xu and
Eunice Chan and
Hanghang Tong},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Ensuring User-side Fairness in Dynamic Recommender Systems},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3667--3678},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645536},
doi = {10.1145/3589334.3645536},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YooZKQZ0WXCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Zhang0SBXMLKN24,
author = {Yanjun Zhang and
Ruoxi Sun and
Liyue Shen and
Guangdong Bai and
Minhui Xue and
Mark Huasong Meng and
Xue Li and
Ryan K. L. Ko and
Surya Nepal},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Privacy-Preserving and Fairness-Aware Federated Learning for Critical
Infrastructure Protection and Resilience},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {2986--2997},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645545},
doi = {10.1145/3589334.3645545},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Zhang0SBXMLKN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangLHZHGM24,
author = {Zheng Zhang and
Qi Liu and
Zirui Hu and
Yi Zhan and
Zhenya Huang and
Weibo Gao and
Qingyang Mao},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Enhancing Fairness in Meta-learned User Modeling via Adaptive Sampling},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3241--3252},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645369},
doi = {10.1145/3589334.3645369},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangLHZHGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangZYYLS24,
author = {Zhongjian Zhang and
Mengmei Zhang and
Yue Yu and
Cheng Yang and
Jiawei Liu and
Chuan Shi},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Endowing Pre-trained Graph Models with Provable Fairness},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {1045--1056},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645703},
doi = {10.1145/3589334.3645703},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangZYYLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Zhao0CCCI0D24,
author = {Yuying Zhao and
Minghua Xu and
Huiyuan Chen and
Yuzhong Chen and
Yiwei Cai and
Rashidul Islam and
Yu Wang and
Tyler Derr},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Can One Embedding Fit All? {A} Multi-Interest Learning Paradigm Towards
Improving User Interest Diversity Fairness},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {1237--1248},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645662},
doi = {10.1145/3589334.3645662},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Zhao0CCCI0D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fat/2024,
title = {The 2024 {ACM} Conference on Fairness, Accountability, and Transparency,
FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3630106},
doi = {10.1145/3630106},
timestamp = {Thu, 06 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00093,
author = {Xiaotong Guo and
Hanyong Xu and
Dingyi Zhuang and
Yunhan Zheng and
Jinhua Zhao},
title = {Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System},
journal = {CoRR},
volume = {abs/2401.00093},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00093},
doi = {10.48550/ARXIV.2401.00093},
eprinttype = {arXiv},
eprint = {2401.00093},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00588,
author = {Ying Sheng and
Shiyi Cao and
Dacheng Li and
Banghua Zhu and
Zhuohan Li and
Danyang Zhuo and
Joseph E. Gonzalez and
Ion Stoica},
title = {Fairness in Serving Large Language Models},
journal = {CoRR},
volume = {abs/2401.00588},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00588},
doi = {10.48550/ARXIV.2401.00588},
eprinttype = {arXiv},
eprint = {2401.00588},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00902,
author = {Alexandra Kakadiaris},
title = {Evaluating the Fairness of the {MIMIC-IV} Dataset and a Baseline Algorithm:
Application to the {ICU} Length of Stay Prediction},
journal = {CoRR},
volume = {abs/2401.00902},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00902},
doi = {10.48550/ARXIV.2401.00902},
eprinttype = {arXiv},
eprint = {2401.00902},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01262,
author = {Vincent Freiberger and
Erik Buchmann},
title = {Fairness Certification for Natural Language Processing and Large Language
Models},
journal = {CoRR},
volume = {abs/2401.01262},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01262},
doi = {10.48550/ARXIV.2401.01262},
eprinttype = {arXiv},
eprint = {2401.01262},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01640,
author = {Sofia Yfantidou and
Dimitris Spathis and
Marios Constantinides and
Athena Vakali and
Daniele Quercia and
Fahim Kawsar},
title = {Evaluating Fairness in Self-supervised and Supervised Models for Sequential
Data},
journal = {CoRR},
volume = {abs/2401.01640},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01640},
doi = {10.48550/ARXIV.2401.01640},
eprinttype = {arXiv},
eprint = {2401.01640},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02012,
author = {Allen Minch and
Hung Anh Vu and
Anne Marie Warren},
title = {Fast {\&} Fair: Efficient Second-Order Robust Optimization for
Fairness in Machine Learning},
journal = {CoRR},
volume = {abs/2401.02012},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02012},
doi = {10.48550/ARXIV.2401.02012},
eprinttype = {arXiv},
eprint = {2401.02012},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02183,
author = {Shih{-}Chi Ma and
Tatiana Ermakova and
Benjamin Fabian},
title = {FairGridSearch: {A} Framework to Compare Fairness-Enhancing Models},
journal = {CoRR},
volume = {abs/2401.02183},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02183},
doi = {10.48550/ARXIV.2401.02183},
eprinttype = {arXiv},
eprint = {2401.02183},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02552,
author = {Ruijie Du and
Deepan Muthirayan and
Pramod P. Khargonekar and
Yanning Shen},
title = {Long-term Fairness For Real-time Decision Making: {A} Constrained
Online Optimization Approach},
journal = {CoRR},
volume = {abs/2401.02552},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02552},
doi = {10.48550/ARXIV.2401.02552},
eprinttype = {arXiv},
eprint = {2401.02552},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02740,
author = {Yuxin Shi and
Han Yu},
title = {Fairness-Aware Job Scheduling for Multi-Job Federated Learning},
journal = {CoRR},
volume = {abs/2401.02740},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02740},
doi = {10.48550/ARXIV.2401.02740},
eprinttype = {arXiv},
eprint = {2401.02740},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03097,
author = {Xiaobin Song and
Zeyuan Liu and
Benben Jiang},
title = {Adaptive Boosting with Fairness-aware Reweighting Technique for Fair
Classification},
journal = {CoRR},
volume = {abs/2401.03097},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03097},
doi = {10.48550/ARXIV.2401.03097},
eprinttype = {arXiv},
eprint = {2401.03097},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03562,
author = {Syed Irfan Ali Meerza and
Luyang Liu and
Jiaxin Zhang and
Jian Liu},
title = {{GLOCALFAIR:} Jointly Improving Global and Local Group Fairness in
Federated Learning},
journal = {CoRR},
volume = {abs/2401.03562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03562},
doi = {10.48550/ARXIV.2401.03562},
eprinttype = {arXiv},
eprint = {2401.03562},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03695,
author = {Junjie Yang and
Jiajun Jiang and
Zeyu Sun and
Junjie Chen},
title = {A Large-scale Empirical Study on Improving the Fairness of Deep Learning
Models},
journal = {CoRR},
volume = {abs/2401.03695},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03695},
doi = {10.48550/ARXIV.2401.03695},
eprinttype = {arXiv},
eprint = {2401.03695},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04057,
author = {Chandan Kumar Sah and
Xiaoli Lian and
Muhammad Mirajul Islam},
title = {Unveiling Bias in Fairness Evaluations of Large Language Models: {A}
Critical Literature Review of Music and Movie Recommendation Systems},
journal = {CoRR},
volume = {abs/2401.04057},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04057},
doi = {10.48550/ARXIV.2401.04057},
eprinttype = {arXiv},
eprint = {2401.04057},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05655,
author = {Kaixun Yang and
Mladen Rakovic and
Yuyang Li and
Quanlong Guan and
Dragan Gasevic and
Guanliang Chen},
title = {Unveiling the Tapestry of Automated Essay Scoring: {A} Comprehensive
Investigation of Accuracy, Fairness, and Generalizability},
journal = {CoRR},
volume = {abs/2401.05655},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05655},
doi = {10.48550/ARXIV.2401.05655},
eprinttype = {arXiv},
eprint = {2401.05655},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06318,
author = {Yaowei Hu and
Jacob Lear and
Lu Zhang},
title = {Striking a Balance in Fairness for Dynamic Systems Through Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2401.06318},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06318},
doi = {10.48550/ARXIV.2401.06318},
eprinttype = {arXiv},
eprint = {2401.06318},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07174,
author = {Shizhou Xu and
Thomas Strohmer},
title = {On the (In)Compatibility between Group Fairness and Individual Fairness},
journal = {CoRR},
volume = {abs/2401.07174},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07174},
doi = {10.48550/ARXIV.2401.07174},
eprinttype = {arXiv},
eprint = {2401.07174},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07404,
author = {Rahul K. Gupta and
Paprapee Buason and
Daniel K. Molzahn},
title = {Fairness-aware Photovoltaic Generation Limits for Voltage Regulation
in Power Distribution Networks using Conservative Linear Approximations},
journal = {CoRR},
volume = {abs/2401.07404},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07404},
doi = {10.48550/ARXIV.2401.07404},
eprinttype = {arXiv},
eprint = {2401.07404},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07440,
author = {Jia{-}Wei Liang and
Nina Amenta},
title = {The Fairness of Redistricting Ghost},
journal = {CoRR},
volume = {abs/2401.07440},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07440},
doi = {10.48550/ARXIV.2401.07440},
eprinttype = {arXiv},
eprint = {2401.07440},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07697,
author = {Arumoy Shome and
Luis Cruz and
Arie van Deursen},
title = {Data vs. Model Machine Learning Fairness Testing: An Empirical Study},
journal = {CoRR},
volume = {abs/2401.07697},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07697},
doi = {10.48550/ARXIV.2401.07697},
eprinttype = {arXiv},
eprint = {2401.07697},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08066,
author = {Ching{-}Hao Chiu and
Yu{-}Jen Chen and
Yawen Wu and
Yiyu Shi and
Tsung{-}Yi Ho},
title = {Achieve Fairness without Demographics for Dermatological Disease Diagnosis},
journal = {CoRR},
volume = {abs/2401.08066},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08066},
doi = {10.48550/ARXIV.2401.08066},
eprinttype = {arXiv},
eprint = {2401.08066},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08097,
author = {Ali Rezaei Nasab and
Maedeh Dashti and
Mojtaba Shahin and
Mansooreh Zahedi and
Hourieh Khalajzadeh and
Chetan Arora and
Peng Liang},
title = {A Study of Fairness Concerns in AI-based Mobile App Reviews},
journal = {CoRR},
volume = {abs/2401.08097},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08097},
doi = {10.48550/ARXIV.2401.08097},
eprinttype = {arXiv},
eprint = {2401.08097},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08788,
author = {Nil{-}Jana Akpinar and
Zachary C. Lipton and
Alexandra Chouldechova},
title = {The Impact of Differential Feature Under-reporting on Algorithmic
Fairness},
journal = {CoRR},
volume = {abs/2401.08788},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08788},
doi = {10.48550/ARXIV.2401.08788},
eprinttype = {arXiv},
eprint = {2401.08788},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09852,
author = {Truong Thanh Hung Nguyen and
Vo Thanh Khang Nguyen and
Quoc Hung Cao and
Van Binh Truong and
Quoc Khanh Nguyen and
Hung Cao},
title = {Enhancing the Fairness and Performance of Edge Cameras with Explainable
{AI}},
journal = {CoRR},
volume = {abs/2401.09852},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09852},
doi = {10.48550/ARXIV.2401.09852},
eprinttype = {arXiv},
eprint = {2401.09852},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10545,
author = {Yashar Deldjoo},
title = {Understanding Biases in ChatGPT-based Recommender Systems: Provider
Fairness, Temporal Stability, and Recency},
journal = {CoRR},
volume = {abs/2401.10545},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10545},
doi = {10.48550/ARXIV.2401.10545},
eprinttype = {arXiv},
eprint = {2401.10545},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10632,
author = {Aoqi Zuo and
Yiqing Li and
Susan Wei and
Mingming Gong},
title = {Interventional Fairness on Partially Known Causal Graphs: {A} Constrained
Optimization Approach},
journal = {CoRR},
volume = {abs/2401.10632},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10632},
doi = {10.48550/ARXIV.2401.10632},
eprinttype = {arXiv},
eprint = {2401.10632},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11881,
author = {Janvi Chhabra and
Jayati Deshmukh and
Srinath Srinivasa},
title = {Modelling the Dynamics of Identity and Fairness in Ultimatum Game},
journal = {CoRR},
volume = {abs/2401.11881},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11881},
doi = {10.48550/ARXIV.2401.11881},
eprinttype = {arXiv},
eprint = {2401.11881},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13391,
author = {Sofie Goethals and
Toon Calders and
David Martens},
title = {Beyond Accuracy-Fairness: Stop evaluating bias mitigation methods
solely on between-group metrics},
journal = {CoRR},
volume = {abs/2401.13391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13391},
doi = {10.48550/ARXIV.2401.13391},
eprinttype = {arXiv},
eprint = {2401.13391},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13555,
author = {Mike Laszkiewicz and
Imant Daunhawer and
Julia E. Vogt and
Asja Fischer and
Johannes Lederer},
title = {Benchmarking the Fairness of Image Upsampling Methods},
journal = {CoRR},
volume = {abs/2401.13555},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13555},
doi = {10.48550/ARXIV.2401.13555},
eprinttype = {arXiv},
eprint = {2401.13555},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13823,
author = {Ludovico Boratto and
Francesco Fabbri and
Gianni Fenu and
Mirko Marras and
Giacomo Medda},
title = {Robustness in Fairness against Edge-level Perturbations in GNN-based
Recommendation},
journal = {CoRR},
volume = {abs/2401.13823},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13823},
doi = {10.48550/ARXIV.2401.13823},
eprinttype = {arXiv},
eprint = {2401.13823},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13935,
author = {Lucius E. J. Bynum and
Joshua R. Loftus and
Julia Stoyanovich},
title = {A New Paradigm for Counterfactual Reasoning in Fairness and Recourse},
journal = {CoRR},
volume = {abs/2401.13935},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13935},
doi = {10.48550/ARXIV.2401.13935},
eprinttype = {arXiv},
eprint = {2401.13935},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14343,
author = {Xuechen Zhang and
Mingchen Li and
Jiasi Chen and
Christos Thrampoulidis and
Samet Oymak},
title = {Class-attribute Priors: Adapting Optimization to Heterogeneity and
Fairness Objective},
journal = {CoRR},
volume = {abs/2401.14343},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14343},
doi = {10.48550/ARXIV.2401.14343},
eprinttype = {arXiv},
eprint = {2401.14343},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14825,
author = {Halvard Hummel and
Ayumi Igarashi},
title = {Keeping the Harmony Between Neighbors: Local Fairness in Graph Fair
Division},
journal = {CoRR},
volume = {abs/2401.14825},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14825},
doi = {10.48550/ARXIV.2401.14825},
eprinttype = {arXiv},
eprint = {2401.14825},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15111,
author = {Mingquan Lin and
Tianhao Li and
Zhaoyi Sun and
Gregory Holste and
Ying Ding and
Fei Wang and
George Shih and
Yifan Peng},
title = {Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive
Learning},
journal = {CoRR},
volume = {abs/2401.15111},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15111},
doi = {10.48550/ARXIV.2401.15111},
eprinttype = {arXiv},
eprint = {2401.15111},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15270,
author = {Zhihao Wang and
Yiqun Xie and
Zhili Li and
Xiaowei Jia and
Zhe Jiang and
Aolin Jia and
Shuo Xu},
title = {SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models},
journal = {CoRR},
volume = {abs/2401.15270},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15270},
doi = {10.48550/ARXIV.2401.15270},
eprinttype = {arXiv},
eprint = {2401.15270},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15497,
author = {Juniper L. Lovato and
Julia Witte Zimmerman and
Isabelle Smith and
Peter Dodds and
Jennifer Karson},
title = {Foregrounding Artist Opinions: {A} Survey Study on Transparency, Ownership,
and Fairness in {AI} Generative Art},
journal = {CoRR},
volume = {abs/2401.15497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15497},
doi = {10.48550/ARXIV.2401.15497},
eprinttype = {arXiv},
eprint = {2401.15497},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16088,
author = {Andrew Bell and
Jo{\~{a}}o Fonseca and
Carlo Abrate and
Francesco Bonchi and
Julia Stoyanovich},
title = {Fairness in Algorithmic Recourse Through the Lens of Substantive Equality
of Opportunity},
journal = {CoRR},
volume = {abs/2401.16088},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16088},
doi = {10.48550/ARXIV.2401.16088},
eprinttype = {arXiv},
eprint = {2401.16088},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16350,
author = {Simin Javaherian and
Sanjeev Panta and
Shelby Williams and
Md Sirajul Islam and
Li Chen},
title = {FedFair3: Unlocking Threefold Fairness in Federated Learning},
journal = {CoRR},
volume = {abs/2401.16350},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16350},
doi = {10.48550/ARXIV.2401.16350},
eprinttype = {arXiv},
eprint = {2401.16350},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16439,
author = {Daniel Hsu and
Jizhou Huang and
Brendan Juba},
title = {Polynomial time auditing of statistical subgroup fairness for Gaussian
data},
journal = {CoRR},
volume = {abs/2401.16439},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16439},
doi = {10.48550/ARXIV.2401.16439},
eprinttype = {arXiv},
eprint = {2401.16439},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16784,
author = {Yibo Li and
Xiao Wang and
Yujie Xing and
Shaohua Fan and
Ruijia Wang and
Yaoqi Liu and
Chuan Shi},
title = {Graph Fairness Learning under Distribution Shifts},
journal = {CoRR},
volume = {abs/2401.16784},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16784},
doi = {10.48550/ARXIV.2401.16784},
eprinttype = {arXiv},
eprint = {2401.16784},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00485,
author = {Hossein A. Rahmani and
Mohammadmehdi Naghiaei and
Yashar Deldjoo},
title = {A Personalized Framework for Consumer and Producer Group Fairness
Optimization in Recommender Systems},
journal = {CoRR},
volume = {abs/2402.00485},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00485},
doi = {10.48550/ARXIV.2402.00485},
eprinttype = {arXiv},
eprint = {2402.00485},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00955,
author = {Yuqing Wang and
Malvika Pillai and
Yun Zhao and
Catherine M. Curtin and
Tina Hernandez{-}Boussard},
title = {FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive
Learning in Multimodal Electronic Health Records},
journal = {CoRR},
volume = {abs/2402.00955},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00955},
doi = {10.48550/ARXIV.2402.00955},
eprinttype = {arXiv},
eprint = {2402.00955},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01071,
author = {Mahdi Erfanian and
H. V. Jagadish and
Abolfazl Asudeh},
title = {Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation
to Enhance Coverage of Minorities},
journal = {CoRR},
volume = {abs/2402.01071},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01071},
doi = {10.48550/ARXIV.2402.01071},
eprinttype = {arXiv},
eprint = {2402.01071},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01084,
author = {Sung{-}Ho Cho and
Kei Kimura and
Kiki Liu and
Kwei{-}guu Liu and
Zhengjie Liu and
Zhaohong Sun and
Kentaro Yahiro and
Makoto Yokoo},
title = {Fairness and efficiency trade-off in two-sided matching},
journal = {CoRR},
volume = {abs/2402.01084},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01084},
doi = {10.48550/ARXIV.2402.01084},
eprinttype = {arXiv},
eprint = {2402.01084},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01276,
author = {Jiaqi Shao and
Tao Lin and
Xuanyu Cao and
Bing Luo},
title = {Federated Unlearning: a Perspective of Stability and Fairness},
journal = {CoRR},
volume = {abs/2402.01276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01276},
doi = {10.48550/ARXIV.2402.01276},
eprinttype = {arXiv},
eprint = {2402.01276},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01327,
author = {Yujie Lin and
Dong Li and
Chen Zhao and
Xintao Wu and
Qin Tian and
Minglai Shao},
title = {Supervised Algorithmic Fairness in Distribution Shifts: {A} Survey},
journal = {CoRR},
volume = {abs/2402.01327},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01327},
doi = {10.48550/ARXIV.2402.01327},
eprinttype = {arXiv},
eprint = {2402.01327},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01857,
author = {Xi Li and
Jiaqi Wang},
title = {Position Paper: Assessing Robustness, Privacy, and Fairness in Federated
Learning Integrated with Foundation Models},
journal = {CoRR},
volume = {abs/2402.01857},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01857},
doi = {10.48550/ARXIV.2402.01857},
eprinttype = {arXiv},
eprint = {2402.01857},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02225,
author = {Yun{-}Wei Chu and
Dong{-}Jun Han and
Seyyedali Hosseinalipour and
Christopher G. Brinton},
title = {Rethinking the Starting Point: Enhancing Performance and Fairness
of Federated Learning via Collaborative Pre-Training},
journal = {CoRR},
volume = {abs/2402.02225},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02225},
doi = {10.48550/ARXIV.2402.02225},
eprinttype = {arXiv},
eprint = {2402.02225},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02663,
author = {Ricardo Silva},
title = {Counterfactual Fairness Is Not Demographic Parity, and Other Observations},
journal = {CoRR},
volume = {abs/2402.02663},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02663},
doi = {10.48550/ARXIV.2402.02663},
eprinttype = {arXiv},
eprint = {2402.02663},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02816,
author = {Yifan Wang and
Peijie Sun and
Weizhi Ma and
Min Zhang and
Yuan Zhang and
Peng Jiang and
Shaoping Ma},
title = {Intersectional Two-sided Fairness in Recommendation},
journal = {CoRR},
volume = {abs/2402.02816},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02816},
doi = {10.48550/ARXIV.2402.02816},
eprinttype = {arXiv},
eprint = {2402.02816},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03011,
author = {Vitalii Emelianov and
Micha{\"{e}}l Perrot},
title = {On the Impact of Output Perturbation on Fairness in Binary Linear
Classification},
journal = {CoRR},
volume = {abs/2402.03011},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03011},
doi = {10.48550/ARXIV.2402.03011},
eprinttype = {arXiv},
eprint = {2402.03011},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03450,
author = {Meng Cao and
Hussain Hussain and
Sandipan Sikdar and
Denis Helic and
Markus Strohmaier and
Roman Kern},
title = {Recommendation Fairness in Social Networks Over Time},
journal = {CoRR},
volume = {abs/2402.03450},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03450},
doi = {10.48550/ARXIV.2402.03450},
eprinttype = {arXiv},
eprint = {2402.03450},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03531,
author = {Sambhav Solanki and
Shweta Jain and
Sujit Gujar},
title = {Fairness and Privacy Guarantees in Federated Contextual Bandits},
journal = {CoRR},
volume = {abs/2402.03531},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03531},
doi = {10.48550/ARXIV.2402.03531},
eprinttype = {arXiv},
eprint = {2402.03531},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04634,
author = {Sankarshan Damle and
Varul Srivastava and
Sujit Gujar},
title = {No Transaction Fees? No Problem! Achieving Fairness in Transaction
Fee Mechanism Design},
journal = {CoRR},
volume = {abs/2402.04634},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04634},
doi = {10.48550/ARXIV.2402.04634},
eprinttype = {arXiv},
eprint = {2402.04634},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05575,
author = {Subham Pokhriyal and
Shweta Jain and
Ganesh Ghalme and
Swapnil Dhamal and
Sujit Gujar},
title = {Simultaneously Achieving Group Exposure Fairness and Within-Group
Meritocracy in Stochastic Bandits},
journal = {CoRR},
volume = {abs/2402.05575},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05575},
doi = {10.48550/ARXIV.2402.05575},
eprinttype = {arXiv},
eprint = {2402.05575},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05786,
author = {Jazmia Henry},
title = {Prompting Fairness: Artificial Intelligence as Game Players},
journal = {CoRR},
volume = {abs/2402.05786},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05786},
doi = {10.48550/ARXIV.2402.05786},
eprinttype = {arXiv},
eprint = {2402.05786},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06348,
author = {Archit Sood and
Shweta Jain and
Sujit Gujar},
title = {Fairness of Exposure in Online Restless Multi-armed Bandits},
journal = {CoRR},
volume = {abs/2402.06348},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06348},
doi = {10.48550/ARXIV.2402.06348},
eprinttype = {arXiv},
eprint = {2402.06348},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06576,
author = {Abhijin Adiga and
Yohai Trabelsi and
Tanvir Ferdousi and
Madhav V. Marathe and
S. S. Ravi and
Samarth Swarup and
Anil Kumar S. Vullikanti and
Mandy L. Wilson and
Sarit Kraus and
Reetwika Basu and
Supriya Savalkar and
Matthew Yourek and
Michael Brady and
Kirti Rajagopalan and
Jonathan Yoder},
title = {Value-based Resource Matching with Fairness Criteria: Application
to Agricultural Water Trading},
journal = {CoRR},
volume = {abs/2402.06576},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06576},
doi = {10.48550/ARXIV.2402.06576},
eprinttype = {arXiv},
eprint = {2402.06576},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06696,
author = {Ruiyang Qin and
Yuting Hu and
Zheyu Yan and
Jinjun Xiong and
Ahmed Abbasi and
Yiyu Shi},
title = {{FL-NAS:} Towards Fairness of {NAS} for Resource Constrained Devices
via Large Language Models},
journal = {CoRR},
volume = {abs/2402.06696},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06696},
doi = {10.48550/ARXIV.2402.06696},
eprinttype = {arXiv},
eprint = {2402.06696},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07578,
author = {Adri{\'{a}}n Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Juan Carlos Saez and
Fernando Castro and
Manuel Prieto{-}Mat{\'{\i}}as},
title = {{LFOC:} {A} Lightweight Fairness-Oriented Cache Clustering Policy
for Commodity Multicores},
journal = {CoRR},
volume = {abs/2402.07578},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07578},
doi = {10.48550/ARXIV.2402.07578},
eprinttype = {arXiv},
eprint = {2402.07578},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07586,
author = {Teresa Salazar and
Jo{\~{a}}o Gama and
Helder Ara{\'{u}}jo and
Pedro Henriques Abreu},
title = {Unveiling Group-Specific Distributed Concept Drift: {A} Fairness Imperative
in Federated Learning},
journal = {CoRR},
volume = {abs/2402.07586},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07586},
doi = {10.48550/ARXIV.2402.07586},
eprinttype = {arXiv},
eprint = {2402.07586},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07778,
author = {Jamelle Watson{-}Daniels},
title = {Algorithmic Fairness and Color-blind Racism: Navigating the Intersection},
journal = {CoRR},
volume = {abs/2402.07778},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07778},
doi = {10.48550/ARXIV.2402.07778},
eprinttype = {arXiv},
eprint = {2402.07778},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08250,
author = {Yifan Yang and
Mingquan Lin and
Han Zhao and
Yifan Peng and
Furong Huang and
Zhiyong Lu},
title = {A survey of recent methods for addressing {AI} fairness and bias in
biomedicine},
journal = {CoRR},
volume = {abs/2402.08250},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08250},
doi = {10.48550/ARXIV.2402.08250},
eprinttype = {arXiv},
eprint = {2402.08250},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08522,
author = {Martijn de Vos and
Akash Dhasade and
Jade Garcia Bourr{\'{e}}e and
Anne{-}Marie Kermarrec and
Erwan Le Merrer and
Beno{\^{\i}}t Rottembourg and
Gilles Tr{\'{e}}dan},
title = {Fairness Auditing with Multi-Agent Collaboration},
journal = {CoRR},
volume = {abs/2402.08522},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08522},
doi = {10.48550/ARXIV.2402.08522},
eprinttype = {arXiv},
eprint = {2402.08522},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08533,
author = {Patrick Jaillet and
Chara Podimata and
Zijie Zhou},
title = {Grace Period is All You Need: Individual Fairness without Revenue
Loss in Revenue Management},
journal = {CoRR},
volume = {abs/2402.08533},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08533},
doi = {10.48550/ARXIV.2402.08533},
eprinttype = {arXiv},
eprint = {2402.08533},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08879,
author = {Yiqi Liu and
Francesca Molinari},
title = {Inference for an Algorithmic Fairness-Accuracy Frontier},
journal = {CoRR},
volume = {abs/2402.08879},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08879},
doi = {10.48550/ARXIV.2402.08879},
eprinttype = {arXiv},
eprint = {2402.08879},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09326,
author = {Siddartha Devic and
Aleksandra Korolova and
David Kempe and
Vatsal Sharan},
title = {Stability and Multigroup Fairness in Ranking with Uncertain Predictions},
journal = {CoRR},
volume = {abs/2402.09326},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09326},
doi = {10.48550/ARXIV.2402.09326},
eprinttype = {arXiv},
eprint = {2402.09326},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09328,
author = {Patrick Oliver Schenk and
Christoph Kern},
title = {Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning
in Official Statistics and Survey Production},
journal = {CoRR},
volume = {abs/2402.09328},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09328},
doi = {10.48550/ARXIV.2402.09328},
eprinttype = {arXiv},
eprint = {2402.09328},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10473,
author = {Songjie Xie and
Youlong Wu and
Jiaxuan Li and
Ming Ding and
Khaled B. Letaief},
title = {Privacy for Fairness: Information Obfuscation for Fair Representation
Learning with Local Differential Privacy},
journal = {CoRR},
volume = {abs/2402.10473},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10473},
doi = {10.48550/ARXIV.2402.10473},
eprinttype = {arXiv},
eprint = {2402.10473},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10567,
author = {Yogesh Tripathi and
Raghav Donakanti and
Sahil Girhepuje and
Ishan Kavathekar and
Bhaskara Hanuma Vedula and
Gokul S. Krishnan and
Shreya Goyal and
Anmol Goel and
Balaraman Ravindran and
Ponnurangam Kumaraguru},
title = {InSaAF: Incorporating Safety through Accuracy and Fairness {\(\vert\)}
Are LLMs ready for the Indian Legal Domain?},
journal = {CoRR},
volume = {abs/2402.10567},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10567},
doi = {10.48550/ARXIV.2402.10567},
eprinttype = {arXiv},
eprint = {2402.10567},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10756,
author = {Siamak Ghodsi and
Seyed Amjad Seyedi and
Eirini Ntoutsi},
title = {Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual
Fair Graph Clustering},
journal = {CoRR},
volume = {abs/2402.10756},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10756},
doi = {10.48550/ARXIV.2402.10756},
eprinttype = {arXiv},
eprint = {2402.10756},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12062,
author = {Marcello Di Bello and
Nicol{\`{o}} Cangiotti and
Michele Loi},
title = {Causal Equal Protection as Algorithmic Fairness},
journal = {CoRR},
volume = {abs/2402.12062},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12062},
doi = {10.48550/ARXIV.2402.12062},
eprinttype = {arXiv},
eprint = {2402.12062},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12066,
author = {Jiawei Xu and
Yijie Mao},
title = {Max-Min Fairness for Uplink Rate-Splitting Multiple Access with Finite
Blocklength},
journal = {CoRR},
volume = {abs/2402.12066},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12066},
doi = {10.48550/ARXIV.2402.12066},
eprinttype = {arXiv},
eprint = {2402.12066},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12150,
author = {Tianlin Li and
Xiaoyu Zhang and
Chao Du and
Tianyu Pang and
Qian Liu and
Qing Guo and
Chao Shen and
Yang Liu},
title = {Your Large Language Model is Secretly a Fairness Proponent and You
Should Prompt it Like One},
journal = {CoRR},
volume = {abs/2402.12150},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12150},
doi = {10.48550/ARXIV.2402.12150},
eprinttype = {arXiv},
eprint = {2402.12150},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12161,
author = {Zhongjian Zhang and
Mengmei Zhang and
Yue Yu and
Cheng Yang and
Jiawei Liu and
Chuan Shi},
title = {Endowing Pre-trained Graph Models with Provable Fairness},
journal = {CoRR},
volume = {abs/2402.12161},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12161},
doi = {10.48550/ARXIV.2402.12161},
eprinttype = {arXiv},
eprint = {2402.12161},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12319,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Feng Chen},
title = {Dynamic Environment Responsive Online Meta-Learning with Fairness
Awareness},
journal = {CoRR},
volume = {abs/2402.12319},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12319},
doi = {10.48550/ARXIV.2402.12319},
eprinttype = {arXiv},
eprint = {2402.12319},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12541,
author = {Yuying Zhao and
Yu Wang and
Yi Zhang and
Pamela J. Wisniewski and
Charu C. Aggarwal and
Tyler Derr},
title = {Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness
in Online Dating Recommendations Based on User Sexual Orientation},
journal = {CoRR},
volume = {abs/2402.12541},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12541},
doi = {10.48550/ARXIV.2402.12541},
eprinttype = {arXiv},
eprint = {2402.12541},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12572,
author = {Chhavi Yadav and
Amrita Roy Chowdhury and
Dan Boneh and
Kamalika Chaudhuri},
title = {FairProof : Confidential and Certifiable Fairness for Neural Networks},
journal = {CoRR},
volume = {abs/2402.12572},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12572},
doi = {10.48550/ARXIV.2402.12572},
eprinttype = {arXiv},
eprint = {2402.12572},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12937,
author = {Anuj Kumar Sirohi and
Anjali Gupta and
Sayan Ranu and
Sandeep Kumar and
Amitabha Bagchi},
title = {{GRAPHGINI:} Fostering Individual and Group Fairness in Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2402.12937},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12937},
doi = {10.48550/ARXIV.2402.12937},
eprinttype = {arXiv},
eprint = {2402.12937},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13061,
author = {Hao{-}Wei Chung and
Ching{-}Hao Chiu and
Yu{-}Jen Chen and
Yiyu Shi and
Tsung{-}Yi Ho},
title = {Toward Fairness via Maximum Mean Discrepancy Regularization on Logits
Space},
journal = {CoRR},
volume = {abs/2402.13061},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13061},
doi = {10.48550/ARXIV.2402.13061},
eprinttype = {arXiv},
eprint = {2402.13061},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13379,
author = {Weiye Chen and
Yiqun Xie and
Xiaowei Jia and
Erhu He and
Han Bao and
Bang An and
Xun Zhou},
title = {Referee-Meta-Learning for Fast Adaptation of Locational Fairness},
journal = {CoRR},
volume = {abs/2402.13379},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13379},
doi = {10.48550/ARXIV.2402.13379},
eprinttype = {arXiv},
eprint = {2402.13379},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13393,
author = {Kaiqi Jiang and
Wenzhe Fan and
Mao Li and
Xinhua Zhang},
title = {Fairness Risks for Group-conditionally Missing Demographics},
journal = {CoRR},
volume = {abs/2402.13393},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13393},
doi = {10.48550/ARXIV.2402.13393},
eprinttype = {arXiv},
eprint = {2402.13393},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13495,
author = {Yuying Zhao and
Minghua Xu and
Huiyuan Chen and
Yuzhong Chen and
Yiwei Cai and
Rashidul Islam and
Yu Wang and
Tyler Derr},
title = {Can One Embedding Fit All? {A} Multi-Interest Learning Paradigm Towards
Improving User Interest Diversity Fairness},
journal = {CoRR},
volume = {abs/2402.13495},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13495},
doi = {10.48550/ARXIV.2402.13495},
eprinttype = {arXiv},
eprint = {2402.13495},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13787,
author = {Ana{-}Andreea Stoica and
Nelly Litvak and
Augustin Chaintreau},
title = {Fairness Rising from the Ranks: {HITS} and PageRank on Homophilic
Networks},
journal = {CoRR},
volume = {abs/2402.13787},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13787},
doi = {10.48550/ARXIV.2402.13787},
eprinttype = {arXiv},
eprint = {2402.13787},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14173,
author = {Shahar Dobzinski and
Sigal Oren and
Jan Vondr{\'{a}}k},
title = {Fairness and Incentive Compatibility via Percentage Fees},
journal = {CoRR},
volume = {abs/2402.14173},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14173},
doi = {10.48550/ARXIV.2402.14173},
eprinttype = {arXiv},
eprint = {2402.14173},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14305,
author = {Phuong Dinh Mai and
Duc{-}Trong Le and
Tuan{-}Anh Hoang and
Dung D. Le},
title = {Towards Efficient Pareto-optimal Utility-Fairness between Groups in
Repeated Rankings},
journal = {CoRR},
volume = {abs/2402.14305},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14305},
doi = {10.48550/ARXIV.2402.14305},
eprinttype = {arXiv},
eprint = {2402.14305},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14929,
author = {Afroditi Papadaki and
Natalia Mart{\'{\i}}nez and
Mart{\'{\i}}n Bertr{\'{a}}n and
Guillermo Sapiro and
Miguel R. D. Rodrigues},
title = {Federated Fairness without Access to Sensitive Groups},
journal = {CoRR},
volume = {abs/2402.14929},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14929},
doi = {10.48550/ARXIV.2402.14929},
eprinttype = {arXiv},
eprint = {2402.14929},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14996,
author = {Owen Eckart and
Alexandros Psomas and
Paritosh Verma},
title = {On the Fairness of Normalized p-Means for Allocating Goods and Chores},
journal = {CoRR},
volume = {abs/2402.14996},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14996},
doi = {10.48550/ARXIV.2402.14996},
eprinttype = {arXiv},
eprint = {2402.14996},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15215,
author = {Meng Jiang and
Keqin Bao and
Jizhi Zhang and
Wenjie Wang and
Zhengyi Yang and
Fuli Feng and
Xiangnan He},
title = {Item-side Fairness of Large Language Model-based Recommendation System},
journal = {CoRR},
volume = {abs/2402.15215},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15215},
doi = {10.48550/ARXIV.2402.15215},
eprinttype = {arXiv},
eprint = {2402.15215},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16028,
author = {Xinpeng Ling and
Jie Fu and
Zhili Chen and
Kuncan Wang and
Huifa Li and
Tong Cheng and
Guanying Xu and
Qin Li},
title = {FedFDP: Federated Learning with Fairness and Differential Privacy},
journal = {CoRR},
volume = {abs/2402.16028},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16028},
doi = {10.48550/ARXIV.2402.16028},
eprinttype = {arXiv},
eprint = {2402.16028},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16145,
author = {Karen Frilya Celine and
Muhammad Ayaz Dzulfikar and
Ivan Adrian Koswara},
title = {Egalitarian Price of Fairness for Indivisible Goods},
journal = {CoRR},
volume = {abs/2402.16145},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16145},
doi = {10.48550/ARXIV.2402.16145},
eprinttype = {arXiv},
eprint = {2402.16145},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17013,
author = {T. Y. S. S. Santosh and
Nina Baumgartner and
Matthias St{\"{u}}rmer and
Matthias Grabmair and
Joel Niklaus},
title = {Towards Explainability and Fairness in Swiss Judgement Prediction:
Benchmarking on a Multilingual Dataset},
journal = {CoRR},
volume = {abs/2402.17013},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17013},
doi = {10.48550/ARXIV.2402.17013},
eprinttype = {arXiv},
eprint = {2402.17013},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17106,
author = {Muhammad Faaiz Taufiq and
Jean{-}Francois Ton and
Yang Liu},
title = {Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees},
journal = {CoRR},
volume = {abs/2402.17106},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17106},
doi = {10.48550/ARXIV.2402.17106},
eprinttype = {arXiv},
eprint = {2402.17106},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17229,
author = {Li Lin and
Xinan He and
Yan Ju and
Xin Wang and
Feng Ding and
Shu Hu},
title = {Preserving Fairness Generalization in Deepfake Detection},
journal = {CoRR},
volume = {abs/2402.17229},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17229},
doi = {10.48550/ARXIV.2402.17229},
eprinttype = {arXiv},
eprint = {2402.17229},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17729,
author = {Yanghao Zhang and
Tianle Zhang and
Ronghui Mu and
Xiaowei Huang and
Wenjie Ruan},
title = {Towards Fairness-Aware Adversarial Learning},
journal = {CoRR},
volume = {abs/2402.17729},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17729},
doi = {10.48550/ARXIV.2402.17729},
eprinttype = {arXiv},
eprint = {2402.17729},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18133,
author = {Jiequan Cui and
Beier Zhu and
Xin Wen and
Xiaojuan Qi and
Bei Yu and
Hanwang Zhang},
title = {Classes Are Not Equal: An Empirical Study on Image Recognition Fairness},
journal = {CoRR},
volume = {abs/2402.18133},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18133},
doi = {10.48550/ARXIV.2402.18133},
eprinttype = {arXiv},
eprint = {2402.18133},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18502,
author = {Garima Chhikara and
Anurag Sharma and
Kripabandhu Ghosh and
Abhijnan Chakraborty},
title = {Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification},
journal = {CoRR},
volume = {abs/2402.18502},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18502},
doi = {10.48550/ARXIV.2402.18502},
eprinttype = {arXiv},
eprint = {2402.18502},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18607,
author = {Xinjian Luo and
Yangfan Jiang and
Fei Wei and
Yuncheng Wu and
Xiaokui Xiao and
Beng Chin Ooi},
title = {Exploring Privacy and Fairness Risks in Sharing Diffusion Models:
An Adversarial Perspective},
journal = {CoRR},
volume = {abs/2402.18607},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18607},
doi = {10.48550/ARXIV.2402.18607},
eprinttype = {arXiv},
eprint = {2402.18607},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19038,
author = {Emeralda Sesari and
Federica Sarro and
Ayushi Rastogi},
title = {Understanding Fairness in Software Engineering: Insights from Stack
Exchange},
journal = {CoRR},
volume = {abs/2402.19038},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.19038},
doi = {10.48550/ARXIV.2402.19038},
eprinttype = {arXiv},
eprint = {2402.19038},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-19038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19071,
author = {Yueqiao Jin and
Vanessa Echeverr{\'{\i}}a and
Lixiang Yan and
Linxuan Zhao and
Riordan Alfredo and
Yi{-}Shan Tsai and
Dragan Gasevic and
Roberto Mart{\'{\i}}nez{-}Maldonado},
title = {{FATE} in {MMLA:} {A} Student-Centred Exploration of Fairness, Accountability,
Transparency, and Ethics in Multimodal Learning Analytics},
journal = {CoRR},
volume = {abs/2402.19071},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.19071},
doi = {10.48550/ARXIV.2402.19071},
eprinttype = {arXiv},
eprint = {2402.19071},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-19071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19226,
author = {Pratik Gajane and
Sean Newman and
John D. Piette},
title = {Investigating Gender Fairness in Machine Learning-driven Personalized
Care for Chronic Pain},
journal = {CoRR},
volume = {abs/2402.19226},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.19226},
doi = {10.48550/ARXIV.2402.19226},
eprinttype = {arXiv},
eprint = {2402.19226},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-19226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00198,
author = {Sana Ebrahimi and
Kaiwen Chen and
Abolfazl Asudeh and
Gautam Das and
Nick Koudas},
title = {{AXOLOTL:} Fairness through Assisted Self-Debiasing of Large Language
Model Outputs},
journal = {CoRR},
volume = {abs/2403.00198},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00198},
doi = {10.48550/ARXIV.2403.00198},
eprinttype = {arXiv},
eprint = {2403.00198},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00397,
author = {R{\'{e}}mi Castera and
Felipe Garrido{-}Lucero and
Mathieu Molina and
Simon Mauras and
Patrick Loiseau and
Vianney Perchet},
title = {The Price of Fairness in Bipartite Matching},
journal = {CoRR},
volume = {abs/2403.00397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00397},
doi = {10.48550/ARXIV.2403.00397},
eprinttype = {arXiv},
eprint = {2403.00397},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00625,
author = {Yixuan Zhang and
Feng Zhou},
title = {Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness
and Efficiency},
journal = {CoRR},
volume = {abs/2403.00625},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00625},
doi = {10.48550/ARXIV.2403.00625},
eprinttype = {arXiv},
eprint = {2403.00625},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02192,
author = {Dimitrios Kollias and
Anastasios Arsenos and
Stefanos D. Kollias},
title = {Domain adaptation, Explainability {\&} Fairness in {AI} for Medical
Image Analysis: Diagnosis of {COVID-19} based on 3-D Chest CT-scans},
journal = {CoRR},
volume = {abs/2403.02192},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02192},
doi = {10.48550/ARXIV.2403.02192},
eprinttype = {arXiv},
eprint = {2403.02192},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03357,
author = {Mercy Nyamewaa Asiedu and
Awa Dieng and
Iskandar Haykel and
Negar Rostamzadeh and
Stephen Pfohl and
Chirag Nagpal and
Maria Nagawa and
Abigail Oppong and
Sanmi Koyejo and
Katherine A. Heller},
title = {The Case for Globalizing Fairness: {A} Mixed Methods Study on Colonialism,
AI, and Health in Africa},
journal = {CoRR},
volume = {abs/2403.03357},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03357},
doi = {10.48550/ARXIV.2403.03357},
eprinttype = {arXiv},
eprint = {2403.03357},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04265,
author = {Susobhan Bandopadhyay and
Aritra Banik and
Sushmita Gupta and
Pallavi Jain and
Abhishek Sahu and
Saket Saurabh and
Prafullkumar Tale},
title = {Conflict and Fairness in Resource Allocation},
journal = {CoRR},
volume = {abs/2403.04265},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04265},
doi = {10.48550/ARXIV.2403.04265},
eprinttype = {arXiv},
eprint = {2403.04265},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04431,
author = {Halil Yigit {\"{O}}ks{\"{u}}z and
Fabio Molinari and
Henning Sprekeler and
J{\"{o}}rg Raisch},
title = {Boosting Fairness and Robustness in Over-the-Air Federated Learning},
journal = {CoRR},
volume = {abs/2403.04431},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04431},
doi = {10.48550/ARXIV.2403.04431},
eprinttype = {arXiv},
eprint = {2403.04431},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05235,
author = {Mingxuan Liu and
Yilin Ning and
Yuhe Ke and
Yuqing Shang and
Bibhas Chakraborty and
Marcus Eng Hock Ong and
Roger Vaughan and
Nan Liu},
title = {Fairness-Aware Interpretable Modeling {(FAIM)} for Trustworthy Machine
Learning in Healthcare},
journal = {CoRR},
volume = {abs/2403.05235},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05235},
doi = {10.48550/ARXIV.2403.05235},
eprinttype = {arXiv},
eprint = {2403.05235},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05668,
author = {Yashar Deldjoo and
Tommaso Di Noia},
title = {CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender
System},
journal = {CoRR},
volume = {abs/2403.05668},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05668},
doi = {10.48550/ARXIV.2403.05668},
eprinttype = {arXiv},
eprint = {2403.05668},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06031,
author = {Dalia Gala and
Milo Phillips{-}Brown and
Naman Goel and
Carinal Prunkl and
Laura Alvarez Jubete and
Medb Corcoran and
Ray Eitel{-}Porter},
title = {FairTargetSim: An Interactive Simulator for Understanding and Explaining
the Fairness Effects of Target Variable Definition},
journal = {CoRR},
volume = {abs/2403.06031},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06031},
doi = {10.48550/ARXIV.2403.06031},
eprinttype = {arXiv},
eprint = {2403.06031},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06034,
author = {Jie Cai and
Aashka Patel and
Azadeh Naderi and
Donghee Yvette Wohn},
title = {Content Moderation Justice and Fairness on Social Media: Comparisons
Across Different Contexts and Platforms},
journal = {CoRR},
volume = {abs/2403.06034},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06034},
doi = {10.48550/ARXIV.2403.06034},
eprinttype = {arXiv},
eprint = {2403.06034},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06812,
author = {Yahav Bechavod},
title = {Monotone Individual Fairness},
journal = {CoRR},
volume = {abs/2403.06812},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06812},
doi = {10.48550/ARXIV.2403.06812},
eprinttype = {arXiv},
eprint = {2403.06812},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07328,
author = {Tanmay Inamdar and
Pallavi Jain and
Daniel Lokshtanov and
Abhishek Sahu and
Saket Saurabh and
Anannya Upasana},
title = {Satisfiability to Coverage in Presence of Fairness, Matroid, and Global
Constraints},
journal = {CoRR},
volume = {abs/2403.07328},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07328},
doi = {10.48550/ARXIV.2403.07328},
eprinttype = {arXiv},
eprint = {2403.07328},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07724,
author = {Zachary McBride Lazri and
Danial Dervovic and
Antigoni Polychroniadou and
Ivan Brugere and
Dana Dachman{-}Soled and
Min Wu},
title = {Balancing Fairness and Accuracy in Data-Restricted Binary Classification},
journal = {CoRR},
volume = {abs/2403.07724},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07724},
doi = {10.48550/ARXIV.2403.07724},
eprinttype = {arXiv},
eprint = {2403.07724},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07780,
author = {Xianli Zeng and
Joshua Ward and
Guang Cheng},
title = {FairRR: Pre-Processing for Group Fairness through Randomized Response},
journal = {CoRR},
volume = {abs/2403.07780},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07780},
doi = {10.48550/ARXIV.2403.07780},
eprinttype = {arXiv},
eprint = {2403.07780},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07853,
author = {Rahul K. Gupta and
Daniel K. Molzahn},
title = {Improving Fairness in Photovoltaic Curtailments via Daily Topology
Reconfiguration for Voltage Control in Power Distribution Networks},
journal = {CoRR},
volume = {abs/2403.07853},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07853},
doi = {10.48550/ARXIV.2403.07853},
eprinttype = {arXiv},
eprint = {2403.07853},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07857,
author = {Sierra Calanda Wyllie and
Ilia Shumailov and
Nicolas Papernot},
title = {Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias},
journal = {CoRR},
volume = {abs/2403.07857},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07857},
doi = {10.48550/ARXIV.2403.07857},
eprinttype = {arXiv},
eprint = {2403.07857},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08115,
author = {Vincent Freiberger and
Erik Buchmann},
title = {Legally Binding but Unfair? Towards Assessing Fairness of Privacy
Policies},
journal = {CoRR},
volume = {abs/2403.08115},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08115},
doi = {10.48550/ARXIV.2403.08115},
eprinttype = {arXiv},
eprint = {2403.08115},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09153,
author = {Yulan Gao and
Chao Ren and
Han Yu},
title = {Fairness-Aware Multi-Server Federated Learning Task Delegation over
Wireless Networks},
journal = {CoRR},
volume = {abs/2403.09153},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09153},
doi = {10.48550/ARXIV.2403.09153},
eprinttype = {arXiv},
eprint = {2403.09153},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10230,
author = {Shanshan Zhang and
Wen Chen and
Qingqing Wu and
Ziwei Liu and
Shunqing Zhang and
Jun Li},
title = {Fairness Optimization for Intelligent Reflecting Surface Aided Uplink
Rate-Splitting Multiple Access},
journal = {CoRR},
volume = {abs/2403.10230},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10230},
doi = {10.48550/ARXIV.2403.10230},
eprinttype = {arXiv},
eprint = {2403.10230},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10624,
author = {Miao Zhang and
Rumi Chunara},
title = {Leveraging {CLIP} for Inferring Sensitive Information and Improving
Model Fairness},
journal = {CoRR},
volume = {abs/2403.10624},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10624},
doi = {10.48550/ARXIV.2403.10624},
eprinttype = {arXiv},
eprint = {2403.10624},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10652,
author = {Cecilia Ying and
Stephen Thomas},
title = {Improving Fairness in Credit Lending Models using Subgroup Threshold
Optimization},
journal = {CoRR},
volume = {abs/2403.10652},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10652},
doi = {10.48550/ARXIV.2403.10652},
eprinttype = {arXiv},
eprint = {2403.10652},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12069,
author = {Serdar Kadioglu and
Filip Michalsk{\'{y}}},
title = {Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth},
journal = {CoRR},
volume = {abs/2403.12069},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12069},
doi = {10.48550/ARXIV.2403.12069},
eprinttype = {arXiv},
eprint = {2403.12069},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12474,
author = {Cheng Yang and
Jixi Liu and
Yunhe Yan and
Chuan Shi},
title = {FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive
Information Neutralization},
journal = {CoRR},
volume = {abs/2403.12474},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12474},
doi = {10.48550/ARXIV.2403.12474},
eprinttype = {arXiv},
eprint = {2403.12474},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13864,
author = {Abigail Langbridge and
Anthony Quinn and
Robert Shorten},
title = {Optimal Transport for Fairness: Archival Data Repair using Small Research
Data Sets},
journal = {CoRR},
volume = {abs/2403.13864},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13864},
doi = {10.48550/ARXIV.2403.13864},
eprinttype = {arXiv},
eprint = {2403.13864},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14040,
author = {Nripsuta Ani Saxena and
Wenbin Zhang and
Cyrus Shahabi},
title = {Spatial Fairness: The Case for its Importance, Limitations of Existing
Work, and Guidelines for Future Research},
journal = {CoRR},
volume = {abs/2403.14040},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14040},
doi = {10.48550/ARXIV.2403.14040},
eprinttype = {arXiv},
eprint = {2403.14040},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14342,
author = {Erwan Mahe and
Rouwaida Abdallah and
Sara {Tucci Piergiovanni} and
Pierre{-}Yves Piriou},
title = {Adversary-Augmented Simulation to evaluate client-fairness on HyperLedger
Fabric},
journal = {CoRR},
volume = {abs/2403.14342},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14342},
doi = {10.48550/ARXIV.2403.14342},
eprinttype = {arXiv},
eprint = {2403.14342},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14636,
author = {David Leslie and
Cami Rincon and
Morgan Briggs and
Antonella Perini and
Smera Jayadeva and
Ann Borda and
SJ Bennett and
Christopher Burr and
Mhairi Aitken and
Michael A. Katell and
Claudia Fischer and
Janis Wong and
Ismael Kherroubi Garcia},
title = {{AI} Fairness in Practice},
journal = {CoRR},
volume = {abs/2403.14636},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14636},
doi = {10.48550/ARXIV.2403.14636},
eprinttype = {arXiv},
eprint = {2403.14636},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14641,
author = {David Fern{\'{a}}ndez Llorca and
Ronan Hamon and
Henrik Junklewitz and
Kathrin Grosse and
Lars Kunze and
Patrick Seiniger and
Robert Swaim and
Nick Reed and
Alexandre Alahi and
Emilia G{\'{o}}mez and
Ignacio S{\'{a}}nchez and
{\'{A}}kos Kriston},
title = {Testing autonomous vehicles and {AI:} perspectives and challenges
from cybersecurity, transparency, robustness and fairness},
journal = {CoRR},
volume = {abs/2403.14641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14641},
doi = {10.48550/ARXIV.2403.14641},
eprinttype = {arXiv},
eprint = {2403.14641},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14713,
author = {Yewon Byun and
Dylan Sam and
Michael Oberst and
Zachary C. Lipton and
Bryan Wilder},
title = {Auditing Fairness under Unobserved Confounding},
journal = {CoRR},
volume = {abs/2403.14713},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14713},
doi = {10.48550/ARXIV.2403.14713},
eprinttype = {arXiv},
eprint = {2403.14713},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15481,
author = {Aastha Pant and
Rashina Hoda and
Chakkrit Tantithamthavorn and
Burak Turhan},
title = {Navigating Fairness: Practitioners' Understanding, Challenges, and
Strategies in {AI/ML} Development},
journal = {CoRR},
volume = {abs/2403.15481},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15481},
doi = {10.48550/ARXIV.2403.15481},
eprinttype = {arXiv},
eprint = {2403.15481},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15616,
author = {Jiayi Li and
Matthew Motoki and
Baosen Zhang},
title = {Balancing Fairness and Efficiency in Energy Resource Allocations},
journal = {CoRR},
volume = {abs/2403.15616},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15616},
doi = {10.48550/ARXIV.2403.15616},
eprinttype = {arXiv},
eprint = {2403.15616},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15623,
author = {Santhini K. A. and
Kamesh Munagala and
Meghana Nasre and
Govind S. Sankar},
title = {Approximation Algorithms for School Assignment: Group Fairness and
Multi-criteria Optimization},
journal = {CoRR},
volume = {abs/2403.15623},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15623},
doi = {10.48550/ARXIV.2403.15623},
eprinttype = {arXiv},
eprint = {2403.15623},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15780,
author = {Luca Vittorio Piron and
Matteo Cederle and
Marina Ceccon and
Federico Chiariotti and
Alessandro Fabris and
Marco Fabris and
Gian Antonio Susto},
title = {A Fairness-Oriented Reinforcement Learning Approach for the Operation
and Control of Shared Micromobility Services},
journal = {CoRR},
volume = {abs/2403.15780},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15780},
doi = {10.48550/ARXIV.2403.15780},
eprinttype = {arXiv},
eprint = {2403.15780},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-16101,
author = {Yuya Sasaki and
Sohei Tokuno and
Haruka Maeda and
Osamu Sakura},
title = {Evaluating Fairness Metrics Across Borders from Human Perceptions},
journal = {CoRR},
volume = {abs/2403.16101},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16101},
doi = {10.48550/ARXIV.2403.16101},
eprinttype = {arXiv},
eprint = {2403.16101},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17333,
author = {Tahsin Alamgir Kheya and
Mohamed Reda Bouadjenek and
Sunil Aryal},
title = {The Pursuit of Fairness in Artificial Intelligence Models: {A} Survey},
journal = {CoRR},
volume = {abs/2403.17333},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17333},
doi = {10.48550/ARXIV.2403.17333},
eprinttype = {arXiv},
eprint = {2403.17333},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17852,
author = {Shuyi Chen and
Shixiang Zhu},
title = {Counterfactual Fairness through Transforming Data Orthogonal to Bias},
journal = {CoRR},
volume = {abs/2403.17852},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17852},
doi = {10.48550/ARXIV.2403.17852},
eprinttype = {arXiv},
eprint = {2403.17852},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18196,
author = {Dana Moukheiber and
Saurabh Mahindre and
Lama Moukheiber and
Mira Moukheiber and
Mingchen Gao},
title = {Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional
Fairness for Multi-label Chest X-ray Classification Using Social Determinants
of Racial Health Inequities},
journal = {CoRR},
volume = {abs/2403.18196},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18196},
doi = {10.48550/ARXIV.2403.18196},
eprinttype = {arXiv},
eprint = {2403.18196},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18545,
author = {Zizhao Mo and
Huanle Xu and
Wing Cheong Lau},
title = {Optimal Resource Efficiency with Fairness in Heterogeneous {GPU} Clusters},
journal = {CoRR},
volume = {abs/2403.18545},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18545},
doi = {10.48550/ARXIV.2403.18545},
eprinttype = {arXiv},
eprint = {2403.18545},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18755,
author = {Elia Cunegatti and
Leonardo Lucio Custode and
Giovanni Iacca},
title = {Many-Objective Evolutionary Influence Maximization: Balancing Spread,
Budget, Fairness, and Time},
journal = {CoRR},
volume = {abs/2403.18755},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18755},
doi = {10.48550/ARXIV.2403.18755},
eprinttype = {arXiv},
eprint = {2403.18755},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19419,
author = {Andrii Kliachkin and
Eleni Psaroudaki and
Jakub Marecek and
Dimitris Fotakis},
title = {Fairness in Ranking: Robustness through Randomization without the
Protected Attribute},
journal = {CoRR},
volume = {abs/2403.19419},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19419},
doi = {10.48550/ARXIV.2403.19419},
eprinttype = {arXiv},
eprint = {2403.19419},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19949,
author = {Yan Luo and
Min Shi and
Muhammad Osama Khan and
Muhammad Muneeb Afzal and
Hao Huang and
Shuaihang Yuan and
Yu Tian and
Luo Song and
Ava Kouhana and
Tobias Elze and
Yi Fang and
Mengyu Wang},
title = {FairCLIP: Harnessing Fairness in Vision-Language Learning},
journal = {CoRR},
volume = {abs/2403.19949},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19949},
doi = {10.48550/ARXIV.2403.19949},
eprinttype = {arXiv},
eprint = {2403.19949},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19973,
author = {Akshita Abrol and
Purnima Murali Mohan and
Tram Truong{-}Huu},
title = {FaiRTT: An Empirical Approach for Enhanced {RTT} Fairness and Bottleneck
Throughput in {BBR}},
journal = {CoRR},
volume = {abs/2403.19973},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19973},
doi = {10.48550/ARXIV.2403.19973},
eprinttype = {arXiv},
eprint = {2403.19973},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-20089,
author = {Luca Deck and
Jan{-}Laurin M{\"{u}}ller and
Conradin Braun and
Domenique Zipperling and
Niklas K{\"{u}}hl},
title = {Implications of the {AI} Act for Non-Discrimination Law and Algorithmic
Fairness},
journal = {CoRR},
volume = {abs/2403.20089},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.20089},
doi = {10.48550/ARXIV.2403.20089},
eprinttype = {arXiv},
eprint = {2403.20089},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-20089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00022,
author = {Mirthe Dankloff and
Vanja Skoric and
Giovanni Sileno and
Sennay Ghebreab and
Jacco van Ossenbruggen and
Emma Beauxis{-}Aussalet},
title = {Analysing and Organising Human Communications for {AI} Fairness-Related
Decisions: Use Cases from the Public Sector},
journal = {CoRR},
volume = {abs/2404.00022},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00022},
doi = {10.48550/ARXIV.2404.00022},
eprinttype = {arXiv},
eprint = {2404.00022},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00394,
author = {Rahul K. Gupta and
Daniel K. Molzahn},
title = {Analysis of Fairness-promoting Optimization Schemes of Photovoltaic
Curtailments for Voltage Regulation in Power Distribution Networks},
journal = {CoRR},
volume = {abs/2404.00394},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00394},
doi = {10.48550/ARXIV.2404.00394},
eprinttype = {arXiv},
eprint = {2404.00394},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00434,
author = {Mauro Salazar and
Sara Betancur Giraldo and
Fabio Paparella and
Leonardo Pedroso},
title = {On Accessibility Fairness in Intermodal Autonomous Mobility-on-Demand
Systems},
journal = {CoRR},
volume = {abs/2404.00434},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00434},
doi = {10.48550/ARXIV.2404.00434},
eprinttype = {arXiv},
eprint = {2404.00434},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00463,
author = {Hannah Chen and
Yangfeng Ji and
David Evans},
title = {Addressing Both Statistical and Causal Gender Fairness in {NLP} Models},
journal = {CoRR},
volume = {abs/2404.00463},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00463},
doi = {10.48550/ARXIV.2404.00463},
eprinttype = {arXiv},
eprint = {2404.00463},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01349,
author = {Zhibo Chu and
Zichong Wang and
Wenbin Zhang},
title = {Fairness in Large Language Models: {A} Taxonomic Survey},
journal = {CoRR},
volume = {abs/2404.01349},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01349},
doi = {10.48550/ARXIV.2404.01349},
eprinttype = {arXiv},
eprint = {2404.01349},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01356,
author = {Xuran Li and
Peng Wu and
Yanting Chen and
Xingjun Ma and
Zhen Zhang and
Kaixiang Dong},
title = {The Double-Edged Sword of Input Perturbations to Robust Accurate Fairness},
journal = {CoRR},
volume = {abs/2404.01356},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01356},
doi = {10.48550/ARXIV.2404.01356},
eprinttype = {arXiv},
eprint = {2404.01356},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01608,
author = {Sai Li and
Linjun Zhang},
title = {{FAIRM:} Learning invariant representations for algorithmic fairness
and domain generalization with minimax optimality},
journal = {CoRR},
volume = {abs/2404.01608},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01608},
doi = {10.48550/ARXIV.2404.01608},
eprinttype = {arXiv},
eprint = {2404.01608},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01877,
author = {Ziming Wang and
Changwu Huang and
Xin Yao},
title = {Procedural Fairness in Machine Learning},
journal = {CoRR},
volume = {abs/2404.01877},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01877},
doi = {10.48550/ARXIV.2404.01877},
eprinttype = {arXiv},
eprint = {2404.01877},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02159,
author = {Yao Zhu and
Xiaopeng Yuan and
Yulin Hu and
Bo Ai and
Ruikang Wang and
Bin Han and
Anke Schmeink},
title = {Fairness-aware Age-of-Information Minimization in WPT-Assisted Short-Packet
THz Communications for mURLLC},
journal = {CoRR},
volume = {abs/2404.02159},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02159},
doi = {10.48550/ARXIV.2404.02159},
eprinttype = {arXiv},
eprint = {2404.02159},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-03192,
author = {Yuan Wang and
Xuyang Wu and
Hsin{-}Tai Wu and
Zhiqiang Tao and
Yi Fang},
title = {Do Large Language Models Rank Fairly? An Empirical Study on the Fairness
of LLMs as Rankers},
journal = {CoRR},
volume = {abs/2404.03192},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.03192},
doi = {10.48550/ARXIV.2404.03192},
eprinttype = {arXiv},
eprint = {2404.03192},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-03192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-03795,
author = {M{\'{o}}nica Rico Mart{\'{\i}}nez and
Juan Carlos Vesga Ferreira and
Joel Carroll Vargas and
Mar{\'{\i}}a Consuelo Rodr{\'{\i}}guez Ni{\~{n}}o and
Andr{\'{e}}s Alejandro Diaz Toro and
William Alexander Cuevas Carrero},
title = {Optimization of resources for digital radio transmission over {IBOC}
{FM} through max-min fairness},
journal = {CoRR},
volume = {abs/2404.03795},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.03795},
doi = {10.48550/ARXIV.2404.03795},
eprinttype = {arXiv},
eprint = {2404.03795},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-03795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-03800,
author = {Mukund Telukunta and
Sukruth Rao and
Gabriella Stickney and
Venkata Sriram Siddardh Nadendla and
Casey Canfield},
title = {Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions
in Kidney Placement},
journal = {CoRR},
volume = {abs/2404.03800},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.03800},
doi = {10.48550/ARXIV.2404.03800},
eprinttype = {arXiv},
eprint = {2404.03800},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-03800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-03876,
author = {Gianluca Barone and
Aashrit Cunchala and
Rudy Nunez},
title = {Increasing Fairness in Classification of Out of Distribution Data
for Facial Recognition},
journal = {CoRR},
volume = {abs/2404.03876},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.03876},
doi = {10.48550/ARXIV.2404.03876},
eprinttype = {arXiv},
eprint = {2404.03876},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-03876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04424,
author = {Annie Liang and
Jay Lu},
title = {Algorithmic Fairness and Social Welfare},
journal = {CoRR},
volume = {abs/2404.04424},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04424},
doi = {10.48550/ARXIV.2404.04424},
eprinttype = {arXiv},
eprint = {2404.04424},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04534,
author = {Hamidreza Montaseri and
Amin Gohari},
title = {Impact of Fairness Regulations on Institutions' Policies and Population
Qualifications},
journal = {CoRR},
volume = {abs/2404.04534},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04534},
doi = {10.48550/ARXIV.2404.04534},
eprinttype = {arXiv},
eprint = {2404.04534},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-05678,
author = {Yuheng Lai and
Leying Guan},
title = {Flexible Fairness Learning via Inverse Conditional Permutation},
journal = {CoRR},
volume = {abs/2404.05678},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.05678},
doi = {10.48550/ARXIV.2404.05678},
eprinttype = {arXiv},
eprint = {2404.05678},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-05678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-06717,
author = {Jennifer Mickel},
title = {Racial/Ethnic Categories in {AI} and Algorithmic Fairness: Why They
Matter and What They Represent},
journal = {CoRR},
volume = {abs/2404.06717},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.06717},
doi = {10.48550/ARXIV.2404.06717},
eprinttype = {arXiv},
eprint = {2404.06717},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-06717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07494,
author = {Xinyu Zhu and
Lilin Zhang and
Ning Yang},
title = {Adaptive Fair Representation Learning for Personalized Fairness in
Recommendations via Information Alignment},
journal = {CoRR},
volume = {abs/2404.07494},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07494},
doi = {10.48550/ARXIV.2404.07494},
eprinttype = {arXiv},
eprint = {2404.07494},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08230,
author = {Khadija Zanna and
Akane Sano},
title = {Enhancing Fairness and Performance in Machine Learning Models: {A}
Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality},
journal = {CoRR},
volume = {abs/2404.08230},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08230},
doi = {10.48550/ARXIV.2404.08230},
eprinttype = {arXiv},
eprint = {2404.08230},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09391,
author = {Mengmeng Yang and
Ming Ding and
Youyang Qu and
Wei Ni and
David B. Smith and
Thierry Rakotoarivelo},
title = {Privacy at a Price: Exploring its Dual Impact on {AI} Fairness},
journal = {CoRR},
volume = {abs/2404.09391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09391},
doi = {10.48550/ARXIV.2404.09391},
eprinttype = {arXiv},
eprint = {2404.09391},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09454,
author = {Sepehr Dehdashtian and
Bashir Sadeghi and
Vishnu Naresh Boddeti},
title = {Utility-Fairness Trade-Offs and How to Find Them},
journal = {CoRR},
volume = {abs/2404.09454},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09454},
doi = {10.48550/ARXIV.2404.09454},
eprinttype = {arXiv},
eprint = {2404.09454},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09919,
author = {Giordano d'Aloisio and
Claudio Di Sipio and
Antinisca Di Marco and
Davide Di Ruscio},
title = {How fair are we? From conceptualization to automated assessment of
fairness definitions},
journal = {CoRR},
volume = {abs/2404.09919},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09919},
doi = {10.48550/ARXIV.2404.09919},
eprinttype = {arXiv},
eprint = {2404.09919},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-10942,
author = {Zhihong Deng and
Jing Jiang and
Guodong Long and
Chengqi Zhang},
title = {What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2404.10942},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.10942},
doi = {10.48550/ARXIV.2404.10942},
eprinttype = {arXiv},
eprint = {2404.10942},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-10942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12076,
author = {Pivithuru Thejan Amarasinghe and
Diem Pham and
Binh Tran and
Su Nguyen and
Yuan Sun and
Damminda Alahakoon},
title = {Evolutionary Multi-Objective Optimisation for Fairness-Aware Self
Adjusting Memory Classifiers in Data Streams},
journal = {CoRR},
volume = {abs/2404.12076},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12076},
doi = {10.48550/ARXIV.2404.12076},
eprinttype = {arXiv},
eprint = {2404.12076},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12143,
author = {Hilde J. P. Weerts and
Rapha{\"{e}}le Xenidis and
Fabien Tarissan and
Henrik Palmer Olsen and
Mykola Pechenizkiy},
title = {The Neutrality Fallacy: When Algorithmic Fairness Interventions are
(Not) Positive Action},
journal = {CoRR},
volume = {abs/2404.12143},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12143},
doi = {10.48550/ARXIV.2404.12143},
eprinttype = {arXiv},
eprint = {2404.12143},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-14620,
author = {Jesse Thibodeau and
Hadi Nekoei and
Afaf Ta{\"{\i}}k and
Janarthanan Rajendran and
Golnoosh Farnadi},
title = {Fairness Incentives in Response to Unfair Dynamic Pricing},
journal = {CoRR},
volume = {abs/2404.14620},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.14620},
doi = {10.48550/ARXIV.2404.14620},
eprinttype = {arXiv},
eprint = {2404.14620},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-14620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15104,
author = {Kevin Stowe and
Benny Longwill and
Alyssa Francis and
Tatsuya Aoyama and
Debanjan Ghosh and
Swapna Somasundaran},
title = {Identifying Fairness Issues in Automatically Generated Testing Content},
journal = {CoRR},
volume = {abs/2404.15104},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15104},
doi = {10.48550/ARXIV.2404.15104},
eprinttype = {arXiv},
eprint = {2404.15104},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15418,
author = {Karen Roberts{-}Licklider and
Theodore Trafalis},
title = {Machine Learning Techniques with Fairness for Prediction of Completion
of Drug and Alcohol Rehabilitation},
journal = {CoRR},
volume = {abs/2404.15418},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15418},
doi = {10.48550/ARXIV.2404.15418},
eprinttype = {arXiv},
eprint = {2404.15418},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16113,
author = {Diwas Paudel and
Luke Wolf and
Tapas K. Das},
title = {Joint operation of a fast-charging {EV} hub with a stand-alone independent
battery storage system under fairness considerations},
journal = {CoRR},
volume = {abs/2404.16113},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16113},
doi = {10.48550/ARXIV.2404.16113},
eprinttype = {arXiv},
eprint = {2404.16113},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16123,
author = {Eric Slyman and
Stefan Lee and
Scott Cohen and
Kushal Kafle},
title = {FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities
in Semantic Dataset Deduplication},
journal = {CoRR},
volume = {abs/2404.16123},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16123},
doi = {10.48550/ARXIV.2404.16123},
eprinttype = {arXiv},
eprint = {2404.16123},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16663,
author = {Chih{-}Hong Cheng and
Changshun Wu and
Harald Ruess and
Xingyu Zhao and
Saddek Bensalem},
title = {Formal Specification, Assessment, and Enforcement of Fairness for
Generative AIs},
journal = {CoRR},
volume = {abs/2404.16663},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16663},
doi = {10.48550/ARXIV.2404.16663},
eprinttype = {arXiv},
eprint = {2404.16663},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-17169,
author = {Renqiang Luo and
Huafei Huang and
Shuo Yu and
Xiuzhen Zhang and
Feng Xia},
title = {FairGT: {A} Fairness-aware Graph Transformer},
journal = {CoRR},
volume = {abs/2404.17169},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.17169},
doi = {10.48550/ARXIV.2404.17169},
eprinttype = {arXiv},
eprint = {2404.17169},
timestamp = {Thu, 06 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-17169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-17293,
author = {Jan Simson and
Alessandro Fabris and
Christoph Kern},
title = {Lazy Data Practices Harm Fairness Research},
journal = {CoRR},
volume = {abs/2404.17293},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.17293},
doi = {10.48550/ARXIV.2404.17293},
eprinttype = {arXiv},
eprint = {2404.17293},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-17293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-17511,
author = {Duna Zhan and
Dongliang Guo and
Pengsheng Ji and
Sheng Li},
title = {Bridging the Fairness Divide: Achieving Group and Individual Fairness
in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2404.17511},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.17511},
doi = {10.48550/ARXIV.2404.17511},
eprinttype = {arXiv},
eprint = {2404.17511},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-17511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-17810,
author = {Ouba{\"{\i}}da Chouchane and
Christoph Busch and
Chiara Galdi and
Nicholas W. D. Evans and
Massimiliano Todisco},
title = {A Comparison of Differential Performance Metrics for the Evaluation
of Automatic Speaker Verification Fairness},
journal = {CoRR},
volume = {abs/2404.17810},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.17810},
doi = {10.48550/ARXIV.2404.17810},
eprinttype = {arXiv},
eprint = {2404.17810},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-17810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18032,
author = {Saeed Mashdour and
Rodrigo Caiado de Lamare},
title = {Study of Clustering Techniques and Scheduling Algorithms with Fairness
for Cell-Free {MIMO} Networks},
journal = {CoRR},
volume = {abs/2404.18032},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18032},
doi = {10.48550/ARXIV.2404.18032},
eprinttype = {arXiv},
eprint = {2404.18032},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18132,
author = {Bo Li and
Zihao Li and
Shengxin Liu and
Zekai Wu},
title = {Allocating Mixed Goods with Customized Fairness and Indivisibility
Ratio},
journal = {CoRR},
volume = {abs/2404.18132},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18132},
doi = {10.48550/ARXIV.2404.18132},
eprinttype = {arXiv},
eprint = {2404.18132},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18134,
author = {Charmaine Barker and
Daniel Bethell and
Dimitar Kazakov},
title = {Enhancing Fairness in Neural Networks Using FairVIC},
journal = {CoRR},
volume = {abs/2404.18134},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18134},
doi = {10.48550/ARXIV.2404.18134},
eprinttype = {arXiv},
eprint = {2404.18134},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18276,
author = {Malur Narayan and
John Pasmore and
Elton Sampaio and
Vijay Raghavan and
Gabriella Waters},
title = {Bias Neutralization Framework: Measuring Fairness in Large Language
Models with Bias Intelligence Quotient (BiQ)},
journal = {CoRR},
volume = {abs/2404.18276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18276},
doi = {10.48550/ARXIV.2404.18276},
eprinttype = {arXiv},
eprint = {2404.18276},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18685,
author = {Giorgos Giannopoulos and
Dimitris Sacharidis and
Nikolaos Theologitis and
Loukas Kavouras and
Ioannis Z. Emiris},
title = {{FALE:} Fairness-Aware {ALE} Plots for Auditing Bias in Subgroups},
journal = {CoRR},
volume = {abs/2404.18685},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18685},
doi = {10.48550/ARXIV.2404.18685},
eprinttype = {arXiv},
eprint = {2404.18685},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18736,
author = {Luca Deck and
Astrid Schom{\"{a}}cker and
Timo Speith and
Jakob Sch{\"{o}}ffer and
Lena K{\"{a}}stner and
Niklas K{\"{u}}hl},
title = {Mapping the Potential of Explainable Artificial Intelligence {(XAI)}
for Fairness Along the {AI} Lifecycle},
journal = {CoRR},
volume = {abs/2404.18736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18736},
doi = {10.48550/ARXIV.2404.18736},
eprinttype = {arXiv},
eprint = {2404.18736},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19100,
author = {Salvador Robles Herrera and
Verya Monjezi and
Vladik Kreinovich and
Ashutosh Trivedi and
Saeid Tizpaz{-}Niari},
title = {Predicting Fairness of {ML} Software Configuration},
journal = {CoRR},
volume = {abs/2404.19100},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19100},
doi = {10.48550/ARXIV.2404.19100},
eprinttype = {arXiv},
eprint = {2404.19100},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19371,
author = {Giorgos Giannopoulos and
Maria Psalla and
Loukas Kavouras and
Dimitris Sacharidis and
Jakub Marecek and
German M. Matilla and
Ioannis Z. Emiris},
title = {Fairness in {AI:} challenges in bridging the gap between algorithms
and law},
journal = {CoRR},
volume = {abs/2404.19371},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19371},
doi = {10.48550/ARXIV.2404.19371},
eprinttype = {arXiv},
eprint = {2404.19371},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19725,
author = {Shaily Roy and
Harshit Sharma and
Asif Salekin},
title = {Fairness Without Demographics in Human-Centered Federated Learning},
journal = {CoRR},
volume = {abs/2404.19725},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19725},
doi = {10.48550/ARXIV.2404.19725},
eprinttype = {arXiv},
eprint = {2404.19725},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-00978,
author = {Eugene Yang and
Thomas J{\"{a}}nich and
James Mayfield and
Dawn J. Lawrie},
title = {Language Fairness in Multilingual Information Retrieval},
journal = {CoRR},
volume = {abs/2405.00978},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00978},
doi = {10.48550/ARXIV.2405.00978},
eprinttype = {arXiv},
eprint = {2405.00978},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01711,
author = {Abdoul Jalil Djiberou Mahamadou and
Lea Goetz and
Russ B. Altman},
title = {Individual Fairness Through Reweighting and Tuning},
journal = {CoRR},
volume = {abs/2405.01711},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01711},
doi = {10.48550/ARXIV.2405.01711},
eprinttype = {arXiv},
eprint = {2405.01711},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01790,
author = {Olubusayo Olabisi and
Ameeta Agrawal},
title = {Understanding Position Bias Effects on Fairness in Social Multi-Document
Summarization},
journal = {CoRR},
volume = {abs/2405.01790},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01790},
doi = {10.48550/ARXIV.2405.01790},
eprinttype = {arXiv},
eprint = {2405.01790},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02010,
author = {Minh Duc Bui and
Katharina von der Wense},
title = {The Trade-off between Performance, Efficiency, and Fairness in Adapter
Modules for Text Classification},
journal = {CoRR},
volume = {abs/2405.02010},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.02010},
doi = {10.48550/ARXIV.2405.02010},
eprinttype = {arXiv},
eprint = {2405.02010},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-02010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02219,
author = {Yashar Deldjoo},
title = {FairEvalLLM. {A} Comprehensive Framework for Benchmarking Fairness
in Large Language Model Recommender Systems},
journal = {CoRR},
volume = {abs/2405.02219},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.02219},
doi = {10.48550/ARXIV.2405.02219},
eprinttype = {arXiv},
eprint = {2405.02219},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-02219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02225,
author = {Lujing Zhang and
Aaron Roth and
Linjun Zhang},
title = {Fair Risk Control: {A} Generalized Framework for Calibrating Multi-group
Fairness Risks},
journal = {CoRR},
volume = {abs/2405.02225},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.02225},
doi = {10.48550/ARXIV.2405.02225},
eprinttype = {arXiv},
eprint = {2405.02225},
timestamp = {Wed, 26 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-02225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02490,
author = {Ronnie de Souza Santos and
Felipe Fronchetti and
S{\'{a}}vio Freire and
Rodrigo O. Sp{\'{\i}}nola},
title = {Software Fairness Debt},
journal = {CoRR},
volume = {abs/2405.02490},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.02490},
doi = {10.48550/ARXIV.2405.02490},
eprinttype = {arXiv},
eprint = {2405.02490},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-02490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-04816,
author = {Eric Auerbach and
Annie Liang and
Max Tabord{-}Meehan and
Kyohei Okumura},
title = {Testing the Fairness-Improvability of Algorithms},
journal = {CoRR},
volume = {abs/2405.04816},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.04816},
doi = {10.48550/ARXIV.2405.04816},
eprinttype = {arXiv},
eprint = {2405.04816},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-04816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-05930,
author = {Siyuan Li and
Xi Lin and
Yaju Liu and
Jianhua Li},
title = {Trustworthy AI-Generative Content in Intelligent 6G Network: Adversarial,
Privacy, and Fairness},
journal = {CoRR},
volume = {abs/2405.05930},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.05930},
doi = {10.48550/ARXIV.2405.05930},
eprinttype = {arXiv},
eprint = {2405.05930},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-05930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-06909,
author = {Anka Reuel and
Devin Ma},
title = {Fairness in Reinforcement Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2405.06909},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.06909},
doi = {10.48550/ARXIV.2405.06909},
eprinttype = {arXiv},
eprint = {2405.06909},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-06909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07393,
author = {Meiyu Zhong and
Ravi Tandon},
title = {Intrinsic Fairness-Accuracy Tradeoffs under Equalized Odds},
journal = {CoRR},
volume = {abs/2405.07393},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07393},
doi = {10.48550/ARXIV.2405.07393},
eprinttype = {arXiv},
eprint = {2405.07393},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07482,
author = {Khai Nguyen and
Hai Nguyen and
Nhat Ho},
title = {Marginal Fairness Sliced Wasserstein Barycenter},
journal = {CoRR},
volume = {abs/2405.07482},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07482},
doi = {10.48550/ARXIV.2405.07482},
eprinttype = {arXiv},
eprint = {2405.07482},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-08681,
author = {Qingpeng Kong and
Ching{-}Hao Chiu and
Dewen Zeng and
Yu{-}Jen Chen and
Tsung{-}Yi Ho and
Jingtong Hu and
Yiyu Shi},
title = {Achieving Fairness Through Channel Pruning for Dermatological Disease
Diagnosis},
journal = {CoRR},
volume = {abs/2405.08681},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.08681},
doi = {10.48550/ARXIV.2405.08681},
eprinttype = {arXiv},
eprint = {2405.08681},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-08681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09251,
author = {Yijun Bian and
Yujie Luo},
title = {Does Machine Bring in Extra Bias in Learning? Approximating Fairness
in Models Promptly},
journal = {CoRR},
volume = {abs/2405.09251},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09251},
doi = {10.48550/ARXIV.2405.09251},
eprinttype = {arXiv},
eprint = {2405.09251},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09360,
author = {Tolulope Fadina and
Thorsten Schmidt},
title = {The Unfairness of {\(\epsilon\)}-Fairness},
journal = {CoRR},
volume = {abs/2405.09360},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09360},
doi = {10.48550/ARXIV.2405.09360},
eprinttype = {arXiv},
eprint = {2405.09360},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09483,
author = {Naman Awasthi and
Saad Mohammad Abrar and
Daniel Smolyak and
Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez},
title = {DemOpts: Fairness corrections in {COVID-19} case prediction models},
journal = {CoRR},
volume = {abs/2405.09483},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09483},
doi = {10.48550/ARXIV.2405.09483},
eprinttype = {arXiv},
eprint = {2405.09483},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09543,
author = {Renqiang Luo and
Tao Tang and
Feng Xia and
Jiaying Liu and
Chengpei Xu and
Leo Yu Zhang and
Wei Xiang and
Chengqi Zhang},
title = {Algorithmic Fairness: {A} Tolerance Perspective},
journal = {CoRR},
volume = {abs/2405.09543},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09543},
doi = {10.48550/ARXIV.2405.09543},
eprinttype = {arXiv},
eprint = {2405.09543},
timestamp = {Fri, 14 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10355,
author = {Daniel Smolyak and
Saad Mohammad Abrar and
Naman Awasthi and
Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez},
title = {Assessing the Impact of Case Correction Methods on the Fairness of
{COVID-19} Predictive Models},
journal = {CoRR},
volume = {abs/2405.10355},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10355},
doi = {10.48550/ARXIV.2405.10355},
eprinttype = {arXiv},
eprint = {2405.10355},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-11421,
author = {Violet Xinying Chen and
John N. Hooker and
Derek Leben},
title = {Assessing Group Fairness with Social Welfare Optimization},
journal = {CoRR},
volume = {abs/2405.11421},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.11421},
doi = {10.48550/ARXIV.2405.11421},
eprinttype = {arXiv},
eprint = {2405.11421},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-11421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-11996,
author = {Jiawei Xu and
Bruno Clerckx},
title = {Max-Min Fairness and PHY-Layer Design of Uplink {MIMO} Rate-Splitting
Multiple Access with Finite Blocklength},
journal = {CoRR},
volume = {abs/2405.11996},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.11996},
doi = {10.48550/ARXIV.2405.11996},
eprinttype = {arXiv},
eprint = {2405.11996},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-11996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12926,
author = {Manh Khoi Duong and
Stefan Conrad},
title = {Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal
Techniques},
journal = {CoRR},
volume = {abs/2405.12926},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12926},
doi = {10.48550/ARXIV.2405.12926},
eprinttype = {arXiv},
eprint = {2405.12926},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13025,
author = {Qingyang Ren and
Zilin Jiang and
Jinghan Cao and
Sijia Li and
Chiqu Li and
Yiyang Liu and
Shuning Huo and
Tiange He},
title = {A survey on fairness of large language models in e-commerce: progress,
application, and challenge},
journal = {CoRR},
volume = {abs/2405.13025},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13025},
doi = {10.48550/ARXIV.2405.13025},
eprinttype = {arXiv},
eprint = {2405.13025},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13166,
author = {Yicheng Wang and
Mark Cusick and
Mohamed Laila and
Kate Puech and
Zhengping Ji and
Xia Hu and
Michael Wilson and
Noah Spitzer{-}Williams and
Bryan Wheeler and
Yasser Ibrahim},
title = {FairLENS: Assessing Fairness in Law Enforcement Speech Recognition},
journal = {CoRR},
volume = {abs/2405.13166},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13166},
doi = {10.48550/ARXIV.2405.13166},
eprinttype = {arXiv},
eprint = {2405.13166},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13805,
author = {Guy Ohayon and
Michael Elad and
Tomer Michaeli},
title = {Perceptual Fairness in Image Restoration},
journal = {CoRR},
volume = {abs/2405.13805},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13805},
doi = {10.48550/ARXIV.2405.13805},
eprinttype = {arXiv},
eprint = {2405.13805},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14186,
author = {Nicol{\'{a}}s Acevedo and
Carmen Cortez and
Chris Brooks and
Ren{\'{e}} F. Kizilcec and
Renzhe Yu},
title = {Fairness Hub Technical Briefs: Definition and Detection of Distribution
Shift},
journal = {CoRR},
volume = {abs/2405.14186},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14186},
doi = {10.48550/ARXIV.2405.14186},
eprinttype = {arXiv},
eprint = {2405.14186},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14521,
author = {Gaurav Maheshwari and
Aur{\'{e}}lien Bellet and
Pascal Denis and
Mikaela Keller},
title = {Synthetic Data Generation for Intersectional Fairness by Leveraging
Hierarchical Group Structure},
journal = {CoRR},
volume = {abs/2405.14521},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14521},
doi = {10.48550/ARXIV.2405.14521},
eprinttype = {arXiv},
eprint = {2405.14521},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14575,
author = {Moshe Babaioff and
Uriel Feige},
title = {Share-Based Fairness for Arbitrary Entitlements},
journal = {CoRR},
volume = {abs/2405.14575},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14575},
doi = {10.48550/ARXIV.2405.14575},
eprinttype = {arXiv},
eprint = {2405.14575},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14725,
author = {Karima Makhlouf and
Tamara Stefanovic and
H{\'{e}}ber Hwang Arcolezi and
Catuscia Palamidessi},
title = {A Systematic and Formal Study of the Impact of Local Differential
Privacy on Fairness: Preliminary Results},
journal = {CoRR},
volume = {abs/2405.14725},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14725},
doi = {10.48550/ARXIV.2405.14725},
eprinttype = {arXiv},
eprint = {2405.14725},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14891,
author = {Saad Mohammad Abrar and
Naman Awasthi and
Daniel Smolyak and
Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez},
title = {Auditing the Fairness of {COVID-19} Forecast Hub Case Prediction Models},
journal = {CoRR},
volume = {abs/2405.14891},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14891},
doi = {10.48550/ARXIV.2405.14891},
eprinttype = {arXiv},
eprint = {2405.14891},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15443,
author = {Drago Plecko and
Elias Bareinboim},
title = {Fairness-Accuracy Trade-Offs: {A} Causal Perspective},
journal = {CoRR},
volume = {abs/2405.15443},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15443},
doi = {10.48550/ARXIV.2405.15443},
eprinttype = {arXiv},
eprint = {2405.15443},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15760,
author = {Virginia K. Felkner and
Jennifer A. Thompson and
Jonathan May},
title = {{GPT} is Not an Annotator: The Necessity of Human Annotation in Fairness
Benchmark Construction},
journal = {CoRR},
volume = {abs/2405.15760},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15760},
doi = {10.48550/ARXIV.2405.15760},
eprinttype = {arXiv},
eprint = {2405.15760},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15788,
author = {Kirandeep Kaur and
Sujit Gujar and
Shweta Jain},
title = {Towards Fairness in Provably Communication-Efficient Federated Recommender
Systems},
journal = {CoRR},
volume = {abs/2405.15788},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15788},
doi = {10.48550/ARXIV.2405.15788},
eprinttype = {arXiv},
eprint = {2405.15788},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16120,
author = {Xiaopeng Ye and
Chen Xu and
Jun Xu and
Xuyang Xie and
Gang Wang and
Zhenhua Dong},
title = {BankFair: Balancing Accuracy and Fairness under Varying User Traffic
in Recommender System},
journal = {CoRR},
volume = {abs/2405.16120},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16120},
doi = {10.48550/ARXIV.2405.16120},
eprinttype = {arXiv},
eprint = {2405.16120},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16798,
author = {Wei Qian and
Aobo Chen and
Chenxu Zhao and
Yangyi Li and
Mengdi Huai},
title = {Exploring Fairness in Educational Data Mining in the Context of the
Right to be Forgotten},
journal = {CoRR},
volume = {abs/2405.16798},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16798},
doi = {10.48550/ARXIV.2405.16798},
eprinttype = {arXiv},
eprint = {2405.16798},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17034,
author = {Renqiang Luo and
Huafei Huang and
Shuo Yu and
Zhuoyang Han and
Estrid He and
Xiuzhen Zhang and
Feng Xia},
title = {{FUGNN:} Harmonizing Fairness and Utility in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2405.17034},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17034},
doi = {10.48550/ARXIV.2405.17034},
eprinttype = {arXiv},
eprint = {2405.17034},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17512,
author = {Zhoujie Ding and
Ken Ziyu Liu and
Pura Peetathawatchai and
Berivan Isik and
Sanmi Koyejo},
title = {On Fairness of Low-Rank Adaptation of Large Models},
journal = {CoRR},
volume = {abs/2405.17512},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17512},
doi = {10.48550/ARXIV.2405.17512},
eprinttype = {arXiv},
eprint = {2405.17512},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17782,
author = {Yuying Duan and
Yijun Tian and
Nitesh V. Chawla and
Michael Lemmon},
title = {Post-Fair Federated Learning: Achieving Group and Community Fairness
in Federated Learning via Post-processing},
journal = {CoRR},
volume = {abs/2405.17782},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17782},
doi = {10.48550/ARXIV.2405.17782},
eprinttype = {arXiv},
eprint = {2405.17782},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17921,
author = {Mingxuan Liu and
Yilin Ning and
Salinelat Teixayavong and
Xiaoxuan Liu and
Mayli Mertens and
Yuqing Shang and
Xin Li and
Di Miao and
Jie Xu and
Daniel Shu Wei Ting and
Lionel Tim{-}Ee Cheng and
Jasmine Chiat Ling Ong and
Zhen Ling Teo and
Ting Fang Tan and
Narrendar RaviChandran and
Fei Wang and
Leo Anthony Celi and
Marcus Eng Hock Ong and
Nan Liu},
title = {Towards Clinical {AI} Fairness: Filling Gaps in the Puzzle},
journal = {CoRR},
volume = {abs/2405.17921},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17921},
doi = {10.48550/ARXIV.2405.17921},
eprinttype = {arXiv},
eprint = {2405.17921},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18276,
author = {Theresia Veronika Rampisela and
Tuukka Ruotsalo and
Maria Maistro and
Christina Lioma},
title = {Can We Trust Recommender System Fairness Evaluation? The Role of Fairness
and Relevance},
journal = {CoRR},
volume = {abs/2405.18276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18276},
doi = {10.48550/ARXIV.2405.18276},
eprinttype = {arXiv},
eprint = {2405.18276},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18291,
author = {Zihui Wang and
Zheng Wang and
Lingjuan Lyu and
Zhaopeng Peng and
Zhicheng Yang and
Chenglu Wen and
Rongshan Yu and
Cheng Wang and
Xiaoliang Fan},
title = {FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in
Federated Learning},
journal = {CoRR},
volume = {abs/2405.18291},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18291},
doi = {10.48550/ARXIV.2405.18291},
eprinttype = {arXiv},
eprint = {2405.18291},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18572,
author = {Saswat Das and
Marco Romanelli and
Cuong Tran and
Zarreen Reza and
Bhavya Kailkhura and
Ferdinando Fioretto},
title = {Low-rank finetuning for LLMs: {A} fairness perspective},
journal = {CoRR},
volume = {abs/2405.18572},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18572},
doi = {10.48550/ARXIV.2405.18572},
eprinttype = {arXiv},
eprint = {2405.18572},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18876,
author = {Johnnatan Messias Peixoto Afonso},
title = {On Fairness Concerns in the Blockchain Ecosystem},
journal = {CoRR},
volume = {abs/2405.18876},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18876},
doi = {10.48550/ARXIV.2405.18876},
eprinttype = {arXiv},
eprint = {2405.18876},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19184,
author = {Yufan Kang and
Rongsheng Zhang and
Wei Shao and
Flora D. Salim and
Jeffrey Chan},
title = {Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem},
journal = {CoRR},
volume = {abs/2405.19184},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19184},
doi = {10.48550/ARXIV.2405.19184},
eprinttype = {arXiv},
eprint = {2405.19184},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19699,
author = {Dena F. Mujtaba and
Nihar R. Mahapatra},
title = {Fairness in AI-Driven Recruitment: Challenges, Metrics, Methods, and
Future Directions},
journal = {CoRR},
volume = {abs/2405.19699},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19699},
doi = {10.48550/ARXIV.2405.19699},
eprinttype = {arXiv},
eprint = {2405.19699},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-20447,
author = {Seamus Somerstep and
Yaacov Ritov and
Yuekai Sun},
title = {Algorithmic Fairness in Performative Policy Learning: Escaping the
Impossibility of Group Fairness},
journal = {CoRR},
volume = {abs/2405.20447},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.20447},
doi = {10.48550/ARXIV.2405.20447},
eprinttype = {arXiv},
eprint = {2405.20447},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-20447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-21044,
author = {Houston Claure},
title = {Designing for Fairness in Human-Robot Interactions},
journal = {CoRR},
volume = {abs/2405.21044},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.21044},
doi = {10.48550/ARXIV.2405.21044},
eprinttype = {arXiv},
eprint = {2405.21044},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-21044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00046,
author = {Tong Chen and
Danny Wang and
Xurong Liang and
Marten Risius and
Gianluca Demartini and
Hongzhi Yin},
title = {Hate Speech Detection with Generalizable Target-aware Fairness},
journal = {CoRR},
volume = {abs/2406.00046},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00046},
doi = {10.48550/ARXIV.2406.00046},
eprinttype = {arXiv},
eprint = {2406.00046},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00213,
author = {Kamesh Munagala and
Govind S. Sankar},
title = {Individual Fairness in Graph Decomposition},
journal = {CoRR},
volume = {abs/2406.00213},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00213},
doi = {10.48550/ARXIV.2406.00213},
eprinttype = {arXiv},
eprint = {2406.00213},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00219,
author = {Bimsara Pathiraja and
Caleb Liu and
Ransalu Senanayake},
title = {Fairness in Autonomous Driving: Towards Understanding Confounding
Factors in Object Detection under Challenging Weather},
journal = {CoRR},
volume = {abs/2406.00219},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00219},
doi = {10.48550/ARXIV.2406.00219},
eprinttype = {arXiv},
eprint = {2406.00219},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00595,
author = {Akira Sakurai and
Kazuyuki Shudo},
title = {Model-based Analysis of Mining Fairness in a Blockchain},
journal = {CoRR},
volume = {abs/2406.00595},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00595},
doi = {10.48550/ARXIV.2406.00595},
eprinttype = {arXiv},
eprint = {2406.00595},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00783,
author = {Li Lin and
Santosh and
Xin Wang and
Shu Hu},
title = {AI-Face: {A} Million-Scale Demographically Annotated AI-Generated
Face Dataset and Fairness Benchmark},
journal = {CoRR},
volume = {abs/2406.00783},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00783},
doi = {10.48550/ARXIV.2406.00783},
eprinttype = {arXiv},
eprint = {2406.00783},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00987,
author = {Wenjing Chang and
Kay Liu and
Philip S. Yu and
Jianjun Yu},
title = {Enhancing Fairness in Unsupervised Graph Anomaly Detection through
Disentanglement},
journal = {CoRR},
volume = {abs/2406.00987},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00987},
doi = {10.48550/ARXIV.2406.00987},
eprinttype = {arXiv},
eprint = {2406.00987},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01290,
author = {Sofie Goethals and
Eoin Delaney and
Brent D. Mittelstadt and
Chris Russell},
title = {Resource-constrained Fairness},
journal = {CoRR},
volume = {abs/2406.01290},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01290},
doi = {10.48550/ARXIV.2406.01290},
eprinttype = {arXiv},
eprint = {2406.01290},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02361,
author = {Sofia Yfantidou and
Dimitris Spathis and
Marios Constantinides and
Athena Vakali and
Daniele Quercia and
Fahim Kawsar},
title = {Using Self-supervised Learning Can Improve Model Fairness},
journal = {CoRR},
volume = {abs/2406.02361},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02361},
doi = {10.48550/ARXIV.2406.02361},
eprinttype = {arXiv},
eprint = {2406.02361},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02480,
author = {Marina Ceccon and
Davide Dalle Pezze and
Alessandro Fabris and
Gian Antonio Susto},
title = {Fairness Evolution in Continual Learning for Medical Imaging},
journal = {CoRR},
volume = {abs/2406.02480},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02480},
doi = {10.48550/ARXIV.2406.02480},
eprinttype = {arXiv},
eprint = {2406.02480},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02510,
author = {Mirza Farhan Bin Tarek and
Raphael Poulain and
Rahmatollah Beheshti},
title = {Fairness-Optimized Synthetic {EHR} Generation for Arbitrary Downstream
Predictive Tasks},
journal = {CoRR},
volume = {abs/2406.02510},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02510},
doi = {10.48550/ARXIV.2406.02510},
eprinttype = {arXiv},
eprint = {2406.02510},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03052,
author = {Zihan Luo and
Hong Huang and
Yongkang Zhou and
Jiping Zhang and
Nuo Chen},
title = {Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks
via Node Injections},
journal = {CoRR},
volume = {abs/2406.03052},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03052},
doi = {10.48550/ARXIV.2406.03052},
eprinttype = {arXiv},
eprint = {2406.03052},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03064,
author = {Dacao Zhang and
Kun Zhang and
Le Wu and
Mi Tian and
Richang Hong and
Meng Wang},
title = {Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis},
journal = {CoRR},
volume = {abs/2406.03064},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03064},
doi = {10.48550/ARXIV.2406.03064},
eprinttype = {arXiv},
eprint = {2406.03064},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03109,
author = {Francis Zac dela Cruz and
Flora D. Salim and
Yonchanok Khaokaew and
Jeffrey Chan},
title = {{CAPRI-FAIR:} Integration of Multi-sided Fairness in Contextual {POI}
Recommendation Framework},
journal = {CoRR},
volume = {abs/2406.03109},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03109},
doi = {10.48550/ARXIV.2406.03109},
eprinttype = {arXiv},
eprint = {2406.03109},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03255,
author = {Jinqiu Jin and
Haoxuan Li and
Fuli Feng},
title = {On the Maximal Local Disparity of Fairness-Aware Classifiers},
journal = {CoRR},
volume = {abs/2406.03255},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03255},
doi = {10.48550/ARXIV.2406.03255},
eprinttype = {arXiv},
eprint = {2406.03255},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03292,
author = {Greta Coraglia and
Francesco A. Genco and
Pellegrino Piantadosi and
Enrico Bagli and
Pietro Giuffrida and
Davide Posillipo and
Giuseppe Primiero},
title = {Evaluating {AI} fairness in credit scoring with the {BRIO} tool},
journal = {CoRR},
volume = {abs/2406.03292},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03292},
doi = {10.48550/ARXIV.2406.03292},
eprinttype = {arXiv},
eprint = {2406.03292},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04116,
author = {Eleonora Mancini and
Ana Tanevska and
Andrea Galassi and
Alessio Galatolo and
Federico Ruggeri and
Paolo Torroni},
title = {Promoting Fairness and Diversity in Speech Datasets for Mental Health
and Neurological Disorders Research},
journal = {CoRR},
volume = {abs/2406.04116},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04116},
doi = {10.48550/ARXIV.2406.04116},
eprinttype = {arXiv},
eprint = {2406.04116},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04382,
author = {Jiahui Wu and
Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez},
title = {Improving the Fairness of Deep-Learning, Short-term Crime Prediction
with Under-reporting-aware Models},
journal = {CoRR},
volume = {abs/2406.04382},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04382},
doi = {10.48550/ARXIV.2406.04382},
eprinttype = {arXiv},
eprint = {2406.04382},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04562,
author = {Faisal Hamman and
Sanghamitra Dutta},
title = {A Unified View of Group Fairness Tradeoffs Using Partial Information
Decomposition},
journal = {CoRR},
volume = {abs/2406.04562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04562},
doi = {10.48550/ARXIV.2406.04562},
eprinttype = {arXiv},
eprint = {2406.04562},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04750,
author = {Kejie Ni and
Jingqing Wang and
Wenchi Cheng and
Wei Zhang},
title = {Throughput and Fairness Trade-off Balancing for UAV-Enabled Wireless
Communication Systems},
journal = {CoRR},
volume = {abs/2406.04750},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04750},
doi = {10.48550/ARXIV.2406.04750},
eprinttype = {arXiv},
eprint = {2406.04750},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05247,
author = {Yulong Dong and
Kun Jin and
Xinghai Hu and
Yang Liu},
title = {Measuring Fairness in Large-Scale Recommendation Systems with Missing
Labels},
journal = {CoRR},
volume = {abs/2406.05247},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.05247},
doi = {10.48550/ARXIV.2406.05247},
eprinttype = {arXiv},
eprint = {2406.05247},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-05247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05902,
author = {Emilia Agis Lerner and
Florian E. Dorner and
Elliott Ash and
Naman Goel},
title = {Whose Preferences? Differences in Fairness Preferences and Their Impact
on the Fairness of {AI} Utilizing Human Feedback},
journal = {CoRR},
volume = {abs/2406.05902},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.05902},
doi = {10.48550/ARXIV.2406.05902},
eprinttype = {arXiv},
eprint = {2406.05902},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-05902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05918,
author = {Abdelrahman Zayed and
Gon{\c{c}}alo Mordido and
Ioana Baldini and
Sarath Chandar},
title = {Why Don't Prompt-Based Fairness Metrics Correlate?},
journal = {CoRR},
volume = {abs/2406.05918},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.05918},
doi = {10.48550/ARXIV.2406.05918},
eprinttype = {arXiv},
eprint = {2406.05918},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-05918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06665,
author = {Andreas Triantafyllopoulos and
Bj{\"{o}}rn W. Schuller},
title = {Enrolment-based personalisation for improving individual-level fairness
in speech emotion recognition},
journal = {CoRR},
volume = {abs/2406.06665},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06665},
doi = {10.48550/ARXIV.2406.06665},
eprinttype = {arXiv},
eprint = {2406.06665},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06736,
author = {Usman Gohar and
Zeyu Tang and
Jialu Wang and
Kun Zhang and
Peter L. Spirtes and
Yang Liu and
Lu Cheng},
title = {Long-Term Fairness Inquiries and Pursuits in Machine Learning: {A}
Survey of Notions, Methods, and Challenges},
journal = {CoRR},
volume = {abs/2406.06736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06736},
doi = {10.48550/ARXIV.2406.06736},
eprinttype = {arXiv},
eprint = {2406.06736},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07029,
author = {Yi Zeng and
Xuelin Yang and
Li Chen and
Cristian Canton Ferrer and
Ming Jin and
Michael I. Jordan and
Ruoxi Jia},
title = {Fairness-Aware Meta-Learning via Nash Bargaining},
journal = {CoRR},
volume = {abs/2406.07029},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07029},
doi = {10.48550/ARXIV.2406.07029},
eprinttype = {arXiv},
eprint = {2406.07029},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07685,
author = {Leonardo Cotta and
Chris J. Maddison},
title = {Out-Of-Context Prompting Boosts Fairness and Robustness in Large Language
Model Predictions},
journal = {CoRR},
volume = {abs/2406.07685},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07685},
doi = {10.48550/ARXIV.2406.07685},
eprinttype = {arXiv},
eprint = {2406.07685},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08183,
author = {Micol Spitale and
Jiaee Cheong and
Hatice Gunes},
title = {Underneath the Numbers: Quantitative and Qualitative Gender Fairness
in LLMs for Depression Prediction},
journal = {CoRR},
volume = {abs/2406.08183},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08183},
doi = {10.48550/ARXIV.2406.08183},
eprinttype = {arXiv},
eprint = {2406.08183},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09029,
author = {Marten H. L. Kaas and
Christopher Burr and
Zo{\"{e}} Porter and
Berk Ozturk and
Philippa Ryan and
Michael A. Katell and
Nuala Polo and
Kalle Westerling and
Ibrahim Habli},
title = {Fair by design: {A} sociotechnical approach to justifying the fairness
of AI-enabled systems across the lifecycle},
journal = {CoRR},
volume = {abs/2406.09029},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09029},
doi = {10.48550/ARXIV.2406.09029},
eprinttype = {arXiv},
eprint = {2406.09029},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09307,
author = {Jianhui Gao and
Benson Chou and
Zachary R. McCaw and
Hilary Thurston and
Paul Varghese and
Chuan Hong and
Jessica L. Gronsbell},
title = {A tutorial on fairness in machine learning in healthcare},
journal = {CoRR},
volume = {abs/2406.09307},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09307},
doi = {10.48550/ARXIV.2406.09307},
eprinttype = {arXiv},
eprint = {2406.09307},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09977,
author = {Maximilian Splieth{\"{o}}ver and
Sai Nikhil Menon and
Henning Wachsmuth},
title = {Disentangling Dialect from Social Bias via Multitask Learning to Improve
Fairness},
journal = {CoRR},
volume = {abs/2406.09977},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09977},
doi = {10.48550/ARXIV.2406.09977},
eprinttype = {arXiv},
eprint = {2406.09977},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10884,
author = {Linlin Wang and
Tianqing Zhu and
Wanlei Zhou and
Philip S. Yu},
title = {Linkage on Security, Privacy and Fairness in Federated Learning: New
Balances and New Perspectives},
journal = {CoRR},
volume = {abs/2406.10884},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10884},
doi = {10.48550/ARXIV.2406.10884},
eprinttype = {arXiv},
eprint = {2406.10884},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11323,
author = {Dominik Kowald},
title = {Transparency, Privacy, and Fairness in Recommender Systems},
journal = {CoRR},
volume = {abs/2406.11323},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11323},
doi = {10.48550/ARXIV.2406.11323},
eprinttype = {arXiv},
eprint = {2406.11323},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12011,
author = {Muhammed Razzak and
Andreas Kirsch and
Yarin Gal},
title = {The Benefits and Risks of Transductive Approaches for {AI} Fairness},
journal = {CoRR},
volume = {abs/2406.12011},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12011},
doi = {10.48550/ARXIV.2406.12011},
eprinttype = {arXiv},
eprint = {2406.12011},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12646,
author = {Qing Li and
Yizhe Zhang and
Yan Li and
Jun Lyu and
Meng Liu and
Longyu Sun and
Mengting Sun and
Qirong Li and
Wenyue Mao and
Xinran Wu and
Yajing Zhang and
Yinghua Chu and
Shuo Wang and
Chengyan Wang},
title = {An Empirical Study on the Fairness of Foundation Models for Multi-Organ
Image Segmentation},
journal = {CoRR},
volume = {abs/2406.12646},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12646},
doi = {10.48550/ARXIV.2406.12646},
eprinttype = {arXiv},
eprint = {2406.12646},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13201,
author = {Yicong Li and
Yu Yang and
Jiannong Cao and
Shuaiqi Liu and
Haoran Tang and
Guandong Xu},
title = {Toward Structure Fairness in Dynamic Graph Embedding: {A} Trend-aware
Dual Debiasing Approach},
journal = {CoRR},
volume = {abs/2406.13201},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13201},
doi = {10.48550/ARXIV.2406.13201},
eprinttype = {arXiv},
eprint = {2406.13201},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13681,
author = {Abdalwahab Almajed and
Maryam Tabar and
Peyman Najafirad},
title = {On the Consistency of Fairness Measurement Methods for Regression
Tasks},
journal = {CoRR},
volume = {abs/2406.13681},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13681},
doi = {10.48550/ARXIV.2406.13681},
eprinttype = {arXiv},
eprint = {2406.13681},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14154,
author = {David Hartmann and
Amin Oueslati and
Dimitri Staufer},
title = {Watching the Watchers: {A} Comparative Fairness Audit of Cloud-based
Content Moderation Services},
journal = {CoRR},
volume = {abs/2406.14154},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14154},
doi = {10.48550/ARXIV.2406.14154},
eprinttype = {arXiv},
eprint = {2406.14154},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14281,
author = {Md. Fahim Sikder and
Resmi Ramachandranpillai and
Daniel de Leng and
Fredrik Heintz},
title = {FairX: {A} comprehensive benchmarking tool for model analysis using
fairness, utility, and explainability},
journal = {CoRR},
volume = {abs/2406.14281},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14281},
doi = {10.48550/ARXIV.2406.14281},
eprinttype = {arXiv},
eprint = {2406.14281},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15074,
author = {Suvadeep Mukherjee and
Verena Distler and
Gabriele Lenzini and
Pedro Cardoso{-}Leite},
title = {Balancing The Perception of Cheating Detection, Privacy and Fairness:
{A} Mixed-Methods Study of Visual Data Obfuscation in Remote Proctoring},
journal = {CoRR},
volume = {abs/2406.15074},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.15074},
doi = {10.48550/ARXIV.2406.15074},
eprinttype = {arXiv},
eprint = {2406.15074},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-15074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15340,
author = {Hannes Ulrich and
Robin Hendel and
Santiago Pazmino and
Bj{\"{o}}rn Bergh and
Bj{\"{o}}rn Schreiweis},
title = {Full-Scale Indexing and Semantic Annotation of {CT} Imaging: Boosting
FAIRness},
journal = {CoRR},
volume = {abs/2406.15340},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.15340},
doi = {10.48550/ARXIV.2406.15340},
eprinttype = {arXiv},
eprint = {2406.15340},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-15340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16557,
author = {Shengkun Zhu and
Jinshan Zeng and
Yuan Sun and
Sheng Wang and
Xiaodong Li and
Zhiyong Peng},
title = {Efficient k-means with Individual Fairness via Exponential Tilting},
journal = {CoRR},
volume = {abs/2406.16557},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16557},
doi = {10.48550/ARXIV.2406.16557},
eprinttype = {arXiv},
eprint = {2406.16557},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16606,
author = {Marco Favier and
Toon Calders},
title = {Cherry on the Cake: Fairness is {NOT} an Optimization Problem},
journal = {CoRR},
volume = {abs/2406.16606},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16606},
doi = {10.48550/ARXIV.2406.16606},
eprinttype = {arXiv},
eprint = {2406.16606},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16738,
author = {James Atwood and
Preethi Lahoti and
Ananth Balashankar and
Flavien Prost and
Ahmad Beirami},
title = {Inducing Group Fairness in LLM-Based Decisions},
journal = {CoRR},
volume = {abs/2406.16738},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16738},
doi = {10.48550/ARXIV.2406.16738},
eprinttype = {arXiv},
eprint = {2406.16738},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17102,
author = {Disha Makhija and
Xing Han and
Joydeep Ghosh and
Yejin Kim},
title = {Achieving Fairness Across Local and Global Models in Federated Learning},
journal = {CoRR},
volume = {abs/2406.17102},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17102},
doi = {10.48550/ARXIV.2406.17102},
eprinttype = {arXiv},
eprint = {2406.17102},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17433,
author = {Jessica Schrouff and
Alexis Bellot and
Amal Rannen{-}Triki and
Alan Malek and
Isabela Albuquerque and
Arthur Gretton and
Alexander D'Amour and
Silvia Chiappa},
title = {Mind the Graph When Balancing Data for Fairness or Robustness},
journal = {CoRR},
volume = {abs/2406.17433},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17433},
doi = {10.48550/ARXIV.2406.17433},
eprinttype = {arXiv},
eprint = {2406.17433},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17736,
author = {Shubham Chowdhary and
Giulia De Pasquale and
Nicolas Lanzetti and
Ana{-}Andreea Stoica and
Florian D{\"{o}}rfler},
title = {Fairness in Social Influence Maximization via Optimal Transport},
journal = {CoRR},
volume = {abs/2406.17736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17736},
doi = {10.48550/ARXIV.2406.17736},
eprinttype = {arXiv},
eprint = {2406.17736},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17974,
author = {Xuyang Wu and
Yuan Wang and
Hsin{-}Tai Wu and
Zhiqiang Tao and
Yi Fang},
title = {Evaluating Fairness in Large Vision-Language Models Across Diverse
Demographic Attributes and Prompts},
journal = {CoRR},
volume = {abs/2406.17974},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17974},
doi = {10.48550/ARXIV.2406.17974},
eprinttype = {arXiv},
eprint = {2406.17974},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-18939,
author = {Emmanouil Krasanakis and
Symeon Papadopoulos},
title = {Evaluating {AI} Group Fairness: a Fuzzy Logic Perspective},
journal = {CoRR},
volume = {abs/2406.18939},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.18939},
doi = {10.48550/ARXIV.2406.18939},
eprinttype = {arXiv},
eprint = {2406.18939},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-18939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19097,
author = {Tosin P. Adewumi and
Lama Alkhaled and
Namrata Gurung and
Goya van Boven and
Irene Pagliai},
title = {Fairness and Bias in Multimodal {AI:} {A} Survey},
journal = {CoRR},
volume = {abs/2406.19097},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19097},
doi = {10.48550/ARXIV.2406.19097},
eprinttype = {arXiv},
eprint = {2406.19097},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19720,
author = {Ge Fan and
Chaoyun Zhang and
Kai Wang and
Yingjie Li and
Junyang Chen and
Zenglin Xu},
title = {{CUPID:} Improving Battle Fairness and Position Satisfaction in Online
{MOBA} Games with a Re-matchmaking System},
journal = {CoRR},
volume = {abs/2406.19720},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19720},
doi = {10.48550/ARXIV.2406.19720},
eprinttype = {arXiv},
eprint = {2406.19720},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-00170,
author = {Victor A. Borza and
Andrew Estornell and
Chien{-}Ju Ho and
Bradley A. Malin and
Yevgeniy Vorobeychik},
title = {Dataset Representativeness and Downstream Task Fairness},
journal = {CoRR},
volume = {abs/2407.00170},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.00170},
doi = {10.48550/ARXIV.2407.00170},
eprinttype = {arXiv},
eprint = {2407.00170},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-00170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-00983,
author = {Ruinan Jin and
Zikang Xu and
Yuan Zhong and
Qiongsong Yao and
Qi Dou and
S. Kevin Zhou and
Xiaoxiao Li},
title = {FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models},
journal = {CoRR},
volume = {abs/2407.00983},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.00983},
doi = {10.48550/ARXIV.2407.00983},
eprinttype = {arXiv},
eprint = {2407.00983},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-00983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01423,
author = {Normen Yu and
Luciana Carreon and
Gang Tan and
Saeid Tizpaz{-}Niari},
title = {FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical
Software},
journal = {CoRR},
volume = {abs/2407.01423},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01423},
doi = {10.48550/ARXIV.2407.01423},
eprinttype = {arXiv},
eprint = {2407.01423},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01562,
author = {Jiaee Cheong and
Micol Spitale and
Hatice Gunes},
title = {Small but Fair! Fairness for Multimodal Human-Human and Robot-Human
Mental Wellbeing Coaching},
journal = {CoRR},
volume = {abs/2407.01562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01562},
doi = {10.48550/ARXIV.2407.01562},
eprinttype = {arXiv},
eprint = {2407.01562},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01595,
author = {Kacy Zhou and
Jiawen Wen and
Nan Yang and
Dong Yuan and
Qinghua Lu and
Huaming Chen},
title = {Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network
Fairness},
journal = {CoRR},
volume = {abs/2407.01595},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01595},
doi = {10.48550/ARXIV.2407.01595},
eprinttype = {arXiv},
eprint = {2407.01595},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01608,
author = {Zhiwei Li and
Carl Kesselman and
Mike D'Arch and
Michael Pazzani and
Benjamin Yizing Xu},
title = {Deriva-ML: {A} Continuous FAIRness Approach to Reproducible Machine
Learning Models},
journal = {CoRR},
volume = {abs/2407.01608},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01608},
doi = {10.48550/ARXIV.2407.01608},
eprinttype = {arXiv},
eprint = {2407.01608},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01617,
author = {Sarra Tajouri and
Alexis Tsouki{\`{a}}s},
title = {Subjective fairness in algorithmic decision-support},
journal = {CoRR},
volume = {abs/2407.01617},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01617},
doi = {10.48550/ARXIV.2407.01617},
eprinttype = {arXiv},
eprint = {2407.01617},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-02408,
author = {Song Wang and
Peng Wang and
Tong Zhou and
Yushun Dong and
Zhen Tan and
Jundong Li},
title = {{CEB:} Compositional Evaluation Benchmark for Fairness in Large Language
Models},
journal = {CoRR},
volume = {abs/2407.02408},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.02408},
doi = {10.48550/ARXIV.2407.02408},
eprinttype = {arXiv},
eprint = {2407.02408},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-02408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03059,
author = {Mariia Vladimirova and
Federico Pavone and
Eustache Diemert},
title = {FairJob: {A} Real-World Dataset for Fairness in Online Systems},
journal = {CoRR},
volume = {abs/2407.03059},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03059},
doi = {10.48550/ARXIV.2407.03059},
eprinttype = {arXiv},
eprint = {2407.03059},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03133,
author = {Yingfang Yuan and
Kefan Chen and
Mehdi Rizvi and
Lynne Baillie and
Wei Pang},
title = {Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple
Groups Using Latent Class Analysis Towards Fairness},
journal = {CoRR},
volume = {abs/2407.03133},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03133},
doi = {10.48550/ARXIV.2407.03133},
eprinttype = {arXiv},
eprint = {2407.03133},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03146,
author = {Yunpeng Jiang and
Paul Weng and
Yutong Ban},
title = {Enhancing Class Fairness in Classification with {A} Two-Player Game
Approach},
journal = {CoRR},
volume = {abs/2407.03146},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03146},
doi = {10.48550/ARXIV.2407.03146},
eprinttype = {arXiv},
eprint = {2407.03146},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04268,
author = {Vishnu Asutosh Dasu and
Ashish Kumar and
Saeid Tizpaz{-}Niari and
Gang Tan},
title = {NeuFair: Neural Network Fairness Repair with Dropout},
journal = {CoRR},
volume = {abs/2407.04268},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04268},
doi = {10.48550/ARXIV.2407.04268},
eprinttype = {arXiv},
eprint = {2407.04268},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04664,
author = {Hadi Hosseini and
Medha Kumar and
Sanjukta Roy},
title = {The Degree of Fairness in Efficient House Allocation},
journal = {CoRR},
volume = {abs/2407.04664},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04664},
doi = {10.48550/ARXIV.2407.04664},
eprinttype = {arXiv},
eprint = {2407.04664},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-05732,
author = {Jake Robertson and
Noah Hollmann and
Noor H. Awad and
Frank Hutter},
title = {FairPFN: Transformers Can do Counterfactual Fairness},
journal = {CoRR},
volume = {abs/2407.05732},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.05732},
doi = {10.48550/ARXIV.2407.05732},
eprinttype = {arXiv},
eprint = {2407.05732},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-05732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-05843,
author = {Kaouther Mouheb and
Marawan Elbatel and
Stefan Klein and
Esther E. Bron},
title = {Evaluating the Fairness of Neural Collapse in Medical Image Classification},
journal = {CoRR},
volume = {abs/2407.05843},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.05843},
doi = {10.48550/ARXIV.2407.05843},
eprinttype = {arXiv},
eprint = {2407.05843},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-05843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07350,
author = {Bhagyashree Puranik and
Ozgur Guldogan and
Upamanyu Madhow and
Ramtin Pedarsani},
title = {Long-Term Fairness in Sequential Multi-Agent Selection with Positive
Reinforcement},
journal = {CoRR},
volume = {abs/2407.07350},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07350},
doi = {10.48550/ARXIV.2407.07350},
eprinttype = {arXiv},
eprint = {2407.07350},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08060,
author = {Myrthe S. C. Spronck and
Bas Luttik and
Tim A. C. Willemse},
title = {Progress, Justness and Fairness in Modal {\(\mu\)}-Calculus Formulae},
journal = {CoRR},
volume = {abs/2407.08060},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08060},
doi = {10.48550/ARXIV.2407.08060},
eprinttype = {arXiv},
eprint = {2407.08060},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08189,
author = {Jinfeng Li and
Yuefeng Chen and
Xiangyu Liu and
Longtao Huang and
Rong Zhang and
Hui Xue},
title = {fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware
Perturbations},
journal = {CoRR},
volume = {abs/2407.08189},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08189},
doi = {10.48550/ARXIV.2407.08189},
eprinttype = {arXiv},
eprint = {2407.08189},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08813,
author = {Yu Tian and
Congcong Wen and
Min Shi and
Muhammad Muneeb Afzal and
Hao Huang and
Muhammad Osama Khan and
Yan Luo and
Yi Fang and
Mengyu Wang},
title = {FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation
and Classification},
journal = {CoRR},
volume = {abs/2407.08813},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08813},
doi = {10.48550/ARXIV.2407.08813},
eprinttype = {arXiv},
eprint = {2407.08813},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08818,
author = {Orevaoghene Ahia and
Sachin Kumar and
Hila Gonen and
Valentin Hoffman and
Tomasz Limisiewicz and
Yulia Tsvetkov and
Noah A. Smith},
title = {{MAGNET:} Improving the Multilingual Fairness of Language Models with
Adaptive Gradient-Based Tokenization},
journal = {CoRR},
volume = {abs/2407.08818},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08818},
doi = {10.48550/ARXIV.2407.08818},
eprinttype = {arXiv},
eprint = {2407.08818},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08926,
author = {Fumian Chen and
Dayu Yang and
Hui Fang},
title = {Toward Automatic Group Membership Annotation for Group Fairness Evaluation},
journal = {CoRR},
volume = {abs/2407.08926},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08926},
doi = {10.48550/ARXIV.2407.08926},
eprinttype = {arXiv},
eprint = {2407.08926},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10853,
author = {Dylan Bouchard},
title = {An Actionable Framework for Assessing Bias and Fairness in Large Language
Model Use Cases},
journal = {CoRR},
volume = {abs/2407.10853},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10853},
doi = {10.48550/ARXIV.2407.10853},
eprinttype = {arXiv},
eprint = {2407.10853},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11442,
author = {Lin Luo and
Yuri Nakao and
Mathieu Chollet and
Hiroya Inakoshi and
Simone Stumpf},
title = {{EARN} Fairness: Explaining, Asking, Reviewing and Negotiating Artificial
Intelligence Fairness Metrics Among Stakeholders},
journal = {CoRR},
volume = {abs/2407.11442},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11442},
doi = {10.48550/ARXIV.2407.11442},
eprinttype = {arXiv},
eprint = {2407.11442},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11872,
author = {Juncheng Li and
Pingzhong Tang},
title = {Proportional Dynamics in Linear Fisher Markets with Auto-bidding:
Convergence, Incentives and Fairness},
journal = {CoRR},
volume = {abs/2407.11872},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11872},
doi = {10.48550/ARXIV.2407.11872},
eprinttype = {arXiv},
eprint = {2407.11872},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12112,
author = {Yushun Dong and
Song Wang and
Zhenyu Lei and
Zaiyi Zheng and
Jing Ma and
Chen Chen and
Jundong Li},
title = {A Benchmark for Fairness-Aware Graph Learning},
journal = {CoRR},
volume = {abs/2407.12112},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12112},
doi = {10.48550/ARXIV.2407.12112},
eprinttype = {arXiv},
eprint = {2407.12112},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12461,
author = {Siddharth Barman and
Mashbat Suzuki},
title = {Compatibility of Fairness and Nash Welfare under Subadditive Valuations},
journal = {CoRR},
volume = {abs/2407.12461},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12461},
doi = {10.48550/ARXIV.2407.12461},
eprinttype = {arXiv},
eprint = {2407.12461},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12488,
author = {Corinna Hertweck and
Christoph Heitz and
Michele Loi},
title = {What's Distributive Justice Got to Do with It? Rethinking Algorithmic
Fairness from the Perspective of Approximate Justice},
journal = {CoRR},
volume = {abs/2407.12488},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12488},
doi = {10.48550/ARXIV.2407.12488},
eprinttype = {arXiv},
eprint = {2407.12488},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-13710,
author = {Eoin Delaney and
Zihao Fu and
Sandra Wachter and
Brent D. Mittelstadt and
Chris Russell},
title = {OxonFair: {A} Flexible Toolkit for Algorithmic Fairness},
journal = {CoRR},
volume = {abs/2407.13710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.13710},
doi = {10.48550/ARXIV.2407.13710},
eprinttype = {arXiv},
eprint = {2407.13710},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-13710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14087,
author = {Yu Linghu and
Tiago de Freitas Pereira and
Christophe Ecabert and
S{\'{e}}bastien Marcel and
Manuel G{\"{u}}nther},
title = {Score Normalization for Demographic Fairness in Face Recognition},
journal = {CoRR},
volume = {abs/2407.14087},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14087},
doi = {10.48550/ARXIV.2407.14087},
eprinttype = {arXiv},
eprint = {2407.14087},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14766,
author = {Thomas Souverain and
Johnathan Nguyen and
Nicolas Meric and
Paul {\'{E}}gr{\'{e}}},
title = {Implementing Fairness: the view from a FairDream},
journal = {CoRR},
volume = {abs/2407.14766},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14766},
doi = {10.48550/ARXIV.2407.14766},
eprinttype = {arXiv},
eprint = {2407.14766},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15224,
author = {Luca Corbucci and
Mikko A. Heikkil{\"{a}} and
David Solans Noguero and
Anna Monreale and
Nicolas Kourtellis},
title = {{PUFFLE:} Balancing Privacy, Utility, and Fairness in Federated Learning},
journal = {CoRR},
volume = {abs/2407.15224},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15224},
doi = {10.48550/ARXIV.2407.15224},
eprinttype = {arXiv},
eprint = {2407.15224},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16397,
author = {Shengkun Zhu and
Jinshan Zeng and
Sheng Wang and
Yuan Sun and
Xiaodong Li and
Yuan Yao and
Zhiyong Peng},
title = {On {ADMM} in Heterogeneous Federated Learning: Personalization, Robustness,
and Fairness},
journal = {CoRR},
volume = {abs/2407.16397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16397},
doi = {10.48550/ARXIV.2407.16397},
eprinttype = {arXiv},
eprint = {2407.16397},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16496,
author = {Miriam Fahimi and
Mayra Russo and
Kristen M. Scott and
Maria{-}Esther Vidal and
Bettina Berendt and
Katharina Kinder{-}Kurlanda},
title = {Articulation Work and Tinkering for Fairness in Machine Learning},
journal = {CoRR},
volume = {abs/2407.16496},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16496},
doi = {10.48550/ARXIV.2407.16496},
eprinttype = {arXiv},
eprint = {2407.16496},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16895,
author = {Jennifer Chien and
A. Stevie Bergman and
Kevin R. McKee and
Nenad Tomasev and
Vinodkumar Prabhakaran and
Rida Qadri and
Nahema Marchal and
William Isaac},
title = {(Unfair) Norms in Fairness Research: {A} Meta-Analysis},
journal = {CoRR},
volume = {abs/2407.16895},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16895},
doi = {10.48550/ARXIV.2407.16895},
eprinttype = {arXiv},
eprint = {2407.16895},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16953,
author = {Enzo Ferrante and
Rodrigo Echeveste},
title = {Open Challenges on Fairness of Artificial Intelligence in Medical
Imaging Applications},
journal = {CoRR},
volume = {abs/2407.16953},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16953},
doi = {10.48550/ARXIV.2407.16953},
eprinttype = {arXiv},
eprint = {2407.16953},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17543,
author = {Ralf Raumanns and
Gerard Schouten and
Josien P. W. Pluim and
Veronika Cheplygina},
title = {Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task
Learning},
journal = {CoRR},
volume = {abs/2407.17543},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17543},
doi = {10.48550/ARXIV.2407.17543},
eprinttype = {arXiv},
eprint = {2407.17543},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17839,
author = {Yufan Kang and
Jeffrey Chan and
Wei Shao and
Flora D. Salim and
Christopher Leckie},
title = {Long-term Fairness in Ride-Hailing Platform},
journal = {CoRR},
volume = {abs/2407.17839},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17839},
doi = {10.48550/ARXIV.2407.17839},
eprinttype = {arXiv},
eprint = {2407.17839},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18454,
author = {Thang Viet Doan and
Zhibo Chu and
Zichong Wang and
Wenbin Zhang},
title = {Fairness Definitions in Language Models Explained},
journal = {CoRR},
volume = {abs/2407.18454},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18454},
doi = {10.48550/ARXIV.2407.18454},
eprinttype = {arXiv},
eprint = {2407.18454},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18745,
author = {Sribala Vidyadhari Chinta and
Zichong Wang and
Zhipeng Yin and
Nhat Hoang and
Matthew Gonzalez and
Tai Le Quy and
Wenbin Zhang},
title = {FairAIED: Navigating Fairness, Bias, and Ethics in Educational {AI}
Applications},
journal = {CoRR},
volume = {abs/2407.18745},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18745},
doi = {10.48550/ARXIV.2407.18745},
eprinttype = {arXiv},
eprint = {2407.18745},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19114,
author = {Saige Rutherford and
Thomas Wolfers and
Charlotte J. Fraza and
Nathaniel G. Harrnet and
Christian F. Beckmann and
Henricus G. Ruhe and
Andre F. Marquand},
title = {To which reference class do you belong? Measuring racial fairness
of reference classes with normative modeling},
journal = {CoRR},
volume = {abs/2407.19114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19114},
doi = {10.48550/ARXIV.2407.19114},
eprinttype = {arXiv},
eprint = {2407.19114},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19331,
author = {Yifan Yang and
Ali Payani and
Parinaz Naghizadeh},
title = {Enhancing Group Fairness in Federated Learning through Personalization},
journal = {CoRR},
volume = {abs/2407.19331},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19331},
doi = {10.48550/ARXIV.2407.19331},
eprinttype = {arXiv},
eprint = {2407.19331},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19560,
author = {Tianyu Fang and
Nhan Thanh Nguyen and
Markku J. Juntti},
title = {Beamforming Design for Max-Min Fairness Performance Balancing in {ISAC}
Systems},
journal = {CoRR},
volume = {abs/2407.19560},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19560},
doi = {10.48550/ARXIV.2407.19560},
eprinttype = {arXiv},
eprint = {2407.19560},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19655,
author = {Sribala Vidyadhari Chinta and
Zichong Wang and
Xingyu Zhang and
Thang Doan Viet and
Ayesha Kashif and
Monique Antoinette Smith and
Wenbin Zhang},
title = {AI-Driven Healthcare: {A} Survey on Ensuring Fairness and Mitigating
Bias},
journal = {CoRR},
volume = {abs/2407.19655},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19655},
doi = {10.48550/ARXIV.2407.19655},
eprinttype = {arXiv},
eprint = {2407.19655},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-20024,
author = {Dennis Vetter and
Jasper Forth and
Gemma Roig and
Holger Dell},
title = {Fairness Through Controlled (Un)Awareness in Node Embeddings},
journal = {CoRR},
volume = {abs/2407.20024},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.20024},
doi = {10.48550/ARXIV.2407.20024},
eprinttype = {arXiv},
eprint = {2407.20024},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-20024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-20522,
author = {Yuhan Liu and
Yuhan Zheng and
Siyuan Zhang and
Lydia T. Liu},
title = {Evaluating Fairness in Black-box Algorithmic Markets: {A} Case Study
of Ride Sharing in Chicago},
journal = {CoRR},
volume = {abs/2407.20522},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.20522},
doi = {10.48550/ARXIV.2407.20522},
eprinttype = {arXiv},
eprint = {2407.20522},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-20522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-20814,
author = {Shaun Sweeney and
Chris King and
Mark O'Malley and
Robert Shorten},
title = {Embracing Fairness in Consumer Electricity Markets using an Automatic
Market Maker},
journal = {CoRR},
volume = {abs/2407.20814},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.20814},
doi = {10.48550/ARXIV.2407.20814},
eprinttype = {arXiv},
eprint = {2407.20814},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-20814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-00330,
author = {Marco Favier and
Toon Calders},
title = {"Patriarchy Hurts Men Too." Does Your Model Agree? {A} Discussion
on Fairness Assumptions},
journal = {CoRR},
volume = {abs/2408.00330},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.00330},
doi = {10.48550/ARXIV.2408.00330},
eprinttype = {arXiv},
eprint = {2408.00330},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-00330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-00992,
author = {Thang Doan Viet and
Zichong Wang and
Minh Nhat Nguyen and
Wenbin Zhang},
title = {Fairness in Large Language Models in Three Hours},
journal = {CoRR},
volume = {abs/2408.00992},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.00992},
doi = {10.48550/ARXIV.2408.00992},
eprinttype = {arXiv},
eprint = {2408.00992},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-00992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01027,
author = {Ankang Sun and
Bo Chen},
title = {Randomized Strategyproof Mechanisms with Best of Both Worlds Fairness
and Efficiency},
journal = {CoRR},
volume = {abs/2408.01027},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01027},
doi = {10.48550/ARXIV.2408.01027},
eprinttype = {arXiv},
eprint = {2408.01027},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01448,
author = {Daphne Lenders and
Anne Oloo},
title = {15 Years of Algorithmic Fairness - Scoping Review of Interdisciplinary
Developments in the Field},
journal = {CoRR},
volume = {abs/2408.01448},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01448},
doi = {10.48550/ARXIV.2408.01448},
eprinttype = {arXiv},
eprint = {2408.01448},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-02164,
author = {Guanyu Hu and
Dimitrios Kollias and
Eleni Papadopoulou and
Paraskevi K. Tzouveli and
Jie Wei and
Xinyu Yang},
title = {Rethinking Affect Analysis: {A} Protocol for Ensuring Fairness and
Consistency},
journal = {CoRR},
volume = {abs/2408.02164},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.02164},
doi = {10.48550/ARXIV.2408.02164},
eprinttype = {arXiv},
eprint = {2408.02164},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-02164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-02464,
author = {Sepehr Dehdashtian and
Ruozhen He and
Yi Li and
Guha Balakrishnan and
Nuno Vasconcelos and
Vicente Ordonez and
Vishnu Naresh Boddeti},
title = {Fairness and Bias Mitigation in Computer Vision: {A} Survey},
journal = {CoRR},
volume = {abs/2408.02464},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.02464},
doi = {10.48550/ARXIV.2408.02464},
eprinttype = {arXiv},
eprint = {2408.02464},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-02464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-03425,
author = {Agathe Fernandes Machado and
Arthur Charpentier and
Ewen Gallic},
title = {Sequential Conditional Transport on Probabilistic Graphs for Interpretable
Counterfactual Fairness},
journal = {CoRR},
volume = {abs/2408.03425},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.03425},
doi = {10.48550/ARXIV.2408.03425},
eprinttype = {arXiv},
eprint = {2408.03425},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-03425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04026,
author = {Joseph Cameron and
Jiaee Cheong and
Micol Spitale and
Hatice Gunes},
title = {Multimodal Gender Fairness in Depression Prediction: Insights on Data
from the {USA} {\&} China},
journal = {CoRR},
volume = {abs/2408.04026},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04026},
doi = {10.48550/ARXIV.2408.04026},
eprinttype = {arXiv},
eprint = {2408.04026},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04545,
author = {Fengjuan Jia and
Mengxiao Zhang and
Jiamou Liu and
Bakh Khoussainov},
title = {Balancing Efficiency with Equality: Auction Design with Group Fairness
Concerns},
journal = {CoRR},
volume = {abs/2408.04545},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04545},
doi = {10.48550/ARXIV.2408.04545},
eprinttype = {arXiv},
eprint = {2408.04545},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04685,
author = {Mateusz Dolata and
Gerhard Schwabe},
title = {Towards the Socio-Algorithmic Construction of Fairness: The Case of
Automatic Price-Surging in Ride-Hailing},
journal = {CoRR},
volume = {abs/2408.04685},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04685},
doi = {10.48550/ARXIV.2408.04685},
eprinttype = {arXiv},
eprint = {2408.04685},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-06102,
author = {Chengwen Du and
Tao Chen},
title = {Contexts Matter: An Empirical Study on Contextual Influence in Fairness
Testing for Deep Learning Systems},
journal = {CoRR},
volume = {abs/2408.06102},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.06102},
doi = {10.48550/ARXIV.2408.06102},
eprinttype = {arXiv},
eprint = {2408.06102},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-06102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/BayreutherBDMM24,
author = {Saskia Bayreuther and
Robin Berger and
Felix D{\"{o}}rre and
Jeremias Mechler and
J{\"{o}}rn M{\"{u}}ller{-}Quade},
title = {Hidden {\(\Delta\)}-fairness: {A} Novel Notion for Fair Secure Two-Party
Computation},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {587},
year = {2024},
url = {https://eprint.iacr.org/2024/587},
timestamp = {Wed, 24 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/BayreutherBDMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/CiampiKS24,
author = {Michele Ciampi and
Aggelos Kiayias and
Yu Shen},
title = {Universal Composable Transaction Serialization with Order Fairness},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {1296},
year = {2024},
url = {https://eprint.iacr.org/2024/1296},
timestamp = {Sun, 01 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/CiampiKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/NuoskalaRDM24,
author = {Camille Nuoskala and
Reyhaneh Rabbaninejad and
Tassos Dimitriou and
Antonis Michalas},
title = {FE[r]Chain: Enforcing Fairness in Blockchain Data Exchanges Through
Verifiable Functional Encryption},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {660},
year = {2024},
url = {https://eprint.iacr.org/2024/660},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/NuoskalaRDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Esmaeili23,
author = {Seyed A. Esmaeili},
title = {On Algorithms, Fairness, and Incentives},
school = {University of Maryland, College Park, MD, {USA}},
year = {2023},
url = {http://hdl.handle.net/1903/30816},
doi = {10.13016/DSPACE/NJ6J-KZ51},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Esmaeili23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Han23,
author = {Xudong Han},
title = {Assessing and Improving Fairness in Models of Human Language},
school = {University of Melbourne, Parkville, Victoria, Australia},
year = {2023},
url = {http://hdl.handle.net/11343/337718},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Han23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Karimi23,
author = {Amir{-}Hossein Karimi},
title = {Advances in Algorithmic Recourse: Ensuring Causal Consistency, Fairness,
{\&} Robustness},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2023},
url = {https://hdl.handle.net/20.500.11850/642546},
doi = {10.3929/ETHZ-B-000642546},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Karimi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Lam23,
author = {Alexander Lam},
title = {Proportional Fairness and Strategic Behaviour in Facility Location
Problems},
school = {University of New South Wales, Sydney, Australia},
year = {2023},
url = {http://hdl.handle.net/1959.4/101487},
doi = {10.26190/UNSWORKS/25194},
timestamp = {Sun, 29 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Lam23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Rzepka23,
author = {Nathalie Rzepka},
title = {Transforming First Language Learning Platforms towards Adaptivity
and Fairness (Models, Interventions and Architecture)},
school = {{HU} Berlin, Germany},
year = {2023},
url = {http://edoc.hu-berlin.de/18452/28153},
urn = {urn:nbn:de:kobv:11-110-18452/28153-6},
doi = {10.18452/27286},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Rzepka23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Salem23,
author = {Jad Salem},
title = {Online Learning with a View toward Fairness},
school = {Georgia Institute of Technology, Atlanta, GA, {USA}},
year = {2023},
url = {https://hdl.handle.net/1853/72061},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Salem23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Danner23,
author = {Dominik Danner},
title = {Towards Quality of Service and Fairness in Smart Grid Applications},
school = {University of Passau, Germany},
year = {2023},
url = {https://opus4.kobv.de/opus4-uni-passau/frontdoor/index/index/docId/1373},
urn = {urn:nbn:de:bvb:739-opus4-13731},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Danner23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Fang23,
author = {Meiling Fang},
title = {Boosting the Generalizability and Fairness of Presentation Attack
Detection},
school = {Technical University of Darmstadt, Germany},
year = {2023},
url = {http://tuprints.ulb.tu-darmstadt.de/23814/},
urn = {urn:nbn:de:tuda-tuprints-238144},
doi = {10.26083/TUPRINTS-00023814},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Fang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/es/KarimiHaghighi23,
author = {Marzieh Karimi{-}Haghighi},
title = {Risk assessment in complex data settings: algorithmic fairness and
causal inference},
school = {Pompeu Fabra University, Spain},
year = {2023},
url = {http://hdl.handle.net/10803/687573},
timestamp = {Thu, 20 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/es/KarimiHaghighi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/es/Singh23,
author = {Ashneet Khandpur Singh},
title = {Fairness and Robustness in Machine Learning},
school = {University of Rovira i Virgili, Spain},
year = {2023},
url = {http://hdl.handle.net/10803/688171},
timestamp = {Thu, 20 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/es/Singh23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Alves23,
author = {Guilherme Alves},
title = {Hybrid processing for algorithmic fairness. (Traitement hybride pour
l'{\'{e}}quit{\'{e}} algorithmique)},
school = {University of Lorraine, Nancy, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04099678},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Alves23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Beziaud23,
author = {Louis B{\'{e}}ziaud},
title = {Privacy and fairness issues with algorithmic decision systems. (Enjeux
de vie priv{\'{e}}e et d'{\'{e}}quit{\'{e}} pos{\'{e}}s
par les syst{\`{e}}mes de d{\'{e}}cision algorithmiques)},
school = {Universit{\'{e}} du Qu{\'{e}}bec {\`{a}} Montr{\'{e}}al,
Montreal, Quebec, Canada},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04375139},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Beziaud23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Binkyte23,
author = {Ruta Binkyte},
title = {Advancing Ethical {AI:} Methods for fairness enhancement leveraging
on causality and under privacy constraints. (Advancing Ethical {AI:}
Methods for fairness enhancement leveraging on causality and under
privacy constraints)},
school = {{\'{E}}cole Polytechnique, Palaiseau, France},
year = {2023},
url = {https://hal.archives-ouvertes.fr/tel-04407125},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Binkyte23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Do23,
author = {Virginie Do},
title = {Fairness in recommender systems: insights from social choice. (Equit{\'{e}}
des syst{\`{e}}mes de recommandation: les perspectives du choix social)},
school = {{PSL} University, Paris, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04213955},
timestamp = {Sun, 29 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Do23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Ferry23,
author = {Julien Ferry},
title = {Addressing Interpretability, Fairness and Privacy in Machine Learning
Through Combinatorial Optimization Methods. (Adresser l'interpr{\'{e}}tabilit{\'{e}},
l'{\'{e}}quit{\'{e}} et la protection de la vie priv{\'{e}}e
en apprentissage machine au travers des m{\'{e}}thodes d'optimisation
combinatoire)},
school = {Paul Sabatier University, Toulouse, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04320562},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Ferry23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Pinzon23,
author = {Carlos Pinz{\'{o}}n},
title = {Exploring fairness and privacy in machine learning. (Exploring fairness
and privacy in machine learning)},
school = {{\'{E}}cole Polytechnique, Palaiseau, France},
year = {2023},
url = {https://hal.archives-ouvertes.fr/tel-04407152},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Pinzon23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Tevissen23,
author = {Yannis Tevissen},
title = {Diarisation multimodale: vers des mod{\`{e}}les robustes et justes
en contexte r{\'{e}}el. (Multimodal diarization: towards robustness
and fairness in the wild)},
school = {Polytechnic Institute of Paris, Palaiseau, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04345081},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Tevissen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/JalotaSTZP23,
author = {Devansh Jalota and
Kiril Solovey and
Matthew Tsao and
Stephen Zoepf and
Marco Pavone},
title = {Balancing fairness and efficiency in traffic routing via interpolated
traffic assignment},
journal = {Auton. Agents Multi Agent Syst.},
volume = {37},
number = {2},
pages = {32},
year = {2023},
url = {https://doi.org/10.1007/s10458-023-09616-7},
doi = {10.1007/S10458-023-09616-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aamas/JalotaSTZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/SunCD23a,
author = {Ankang Sun and
Bo Chen and
Xuan Vinh Doan},
title = {Fairness criteria for allocating indivisible chores: connections and
efficiencies},
journal = {Auton. Agents Multi Agent Syst.},
volume = {37},
number = {2},
pages = {39},
year = {2023},
url = {https://doi.org/10.1007/s10458-023-09618-5},
doi = {10.1007/S10458-023-09618-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aamas/SunCD23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/FuseAAT23,
author = {Yotaro Fuse and
Biina Ashida and
Emmanuel Ayedoun and
Masataka Tokumaru},
title = {Unleashing Fairness: How a Group Norm-Aware Agent Shakes Up the Ultimatum
Game},
journal = {{IEEE} Access},
volume = {11},
pages = {36727--36740},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3266397},
doi = {10.1109/ACCESS.2023.3266397},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/FuseAAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GuoYHS23,
author = {Ning Guo and
Xiaopeng Yuan and
Yulin Hu and
Anke Schmeink},
title = {Fairness-Aware Resource Allocation in Multi-Source {WPCN} in the Finite
Blocklength Regime},
journal = {{IEEE} Access},
volume = {11},
pages = {32348--32364},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3262931},
doi = {10.1109/ACCESS.2023.3262931},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/GuoYHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HinarejosFI23,
author = {M. Francisca Hinarejos and
Josep Llu{\'{\i}}s Ferrer{-}Gomila and
Andreu Pere Isern{-}Dey{\`{a}}},
title = {Enforcing Fairness With Blockchain Support: Proposals for Multi-Two-Party
Contract Signing},
journal = {{IEEE} Access},
volume = {11},
pages = {67893--67911},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3292160},
doi = {10.1109/ACCESS.2023.3292160},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HinarejosFI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KimCYYL23,
author = {Changwoo Kim and
Jinho Choi and
Jongyeon Yoon and
Daehun Yoo and
Woojin Lee},
title = {Fairness-Aware Multimodal Learning in Automatic Video Interview Assessment},
journal = {{IEEE} Access},
volume = {11},
pages = {122677--122693},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3325891},
doi = {10.1109/ACCESS.2023.3325891},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KimCYYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KimMKL23,
author = {Keunyoung Kim and
Jungho Myung and
Young{-}Jo Ko and
Woo Yong Lee},
title = {Beamforming and Power Optimization for User Fairness in Cell-Free
{MIMO} Systems},
journal = {{IEEE} Access},
volume = {11},
pages = {51032--51046},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3278795},
doi = {10.1109/ACCESS.2023.3278795},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KimMKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiST23,
author = {Sheng{-}Nan Li and
Florian Spychiger and
Claudio J. Tessone},
title = {Reward Distribution in Proof-of-Stake Protocols: {A} Trade-Off Between
Inclusion and Fairness},
journal = {{IEEE} Access},
volume = {11},
pages = {134136--134145},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3336418},
doi = {10.1109/ACCESS.2023.3336418},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RyanND23,
author = {Seamus Ryan and
Camille Nadal and
Gavin Doherty},
title = {Integrating Fairness in the Software Design Process: An Interview
Study With {HCI} and {ML} Experts},
journal = {{IEEE} Access},
volume = {11},
pages = {29296--29313},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3260639},
doi = {10.1109/ACCESS.2023.3260639},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RyanND23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/VucinichZ23,
author = {Sean Vucinich and
Qiang Zhu},
title = {The Current State and Challenges of Fairness in Federated Learning},
journal = {{IEEE} Access},
volume = {11},
pages = {80903--80914},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3295412},
doi = {10.1109/ACCESS.2023.3295412},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/VucinichZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangP23,
author = {Yuhong Wang and
Jingyi Peng},
title = {Energy Efficiency Fairness of Active Reconfigurable Intelligent Surfaces-Aided
Cell-Free Network},
journal = {{IEEE} Access},
volume = {11},
pages = {5884--5893},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3237213},
doi = {10.1109/ACCESS.2023.3237213},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/ZhangZML23,
author = {Shanli Zhang and
Shitao Zhang and
Zhenzhen Ma and
Xiaodi Liu},
title = {A two-stage multi-attribute group consensus model based on distributed
linguistic assessment information from the perspective of fairness
concern},
journal = {Adapt. Behav.},
volume = {31},
number = {3},
pages = {213--238},
year = {2023},
url = {https://doi.org/10.1177/10597123221126208},
doi = {10.1177/10597123221126208},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adb/ZhangZML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/AiriauACKLP23,
author = {St{\'{e}}phane Airiau and
Haris Aziz and
Ioannis Caragiannis and
Justin Kruger and
J{\'{e}}r{\^{o}}me Lang and
Dominik Peters},
title = {Portioning using ordinal preferences: Fairness and efficiency},
journal = {Artif. Intell.},
volume = {314},
pages = {103809},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2022.103809},
doi = {10.1016/J.ARTINT.2022.103809},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/AiriauACKLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/AgarwalAA23,
author = {Avinash Agarwal and
Harsh Agarwal and
Nihaarika Agarwal},
title = {Fairness Score and process standardization: framework for fairness
certification in artificial intelligence systems},
journal = {{AI} Ethics},
volume = {3},
number = {1},
pages = {267--279},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00147-7},
doi = {10.1007/S43681-022-00147-7},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/AgarwalAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/CareyW23,
author = {Alycia N. Carey and
Xintao Wu},
title = {The statistical fairness field guide: perspectives from social and
formal sciences},
journal = {{AI} Ethics},
volume = {3},
number = {1},
pages = {1--23},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00183-3},
doi = {10.1007/S43681-022-00183-3},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/CareyW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/Cortiz23,
author = {Diogo Cortiz},
title = {A narrative review of fairness and morality in neuroscience: insights
to artificial intelligence},
journal = {{AI} Ethics},
volume = {3},
number = {3},
pages = {769--780},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00203-2},
doi = {10.1007/S43681-022-00203-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/Cortiz23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/CossetteLefebvreM23,
author = {Hugo Cossette{-}Lefebvre and
Jocelyn Maclure},
title = {AI's fairness problem: understanding wrongful discrimination in the
context of automated decision-making},
journal = {{AI} Ethics},
volume = {3},
number = {4},
pages = {1255--1269},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00233-w},
doi = {10.1007/S43681-022-00233-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/CossetteLefebvreM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/JorgensenS23,
author = {Anna Katrine J{\o}rgensen and
Anders S{\o}gaard},
title = {Rawlsian {AI} fairness loopholes},
journal = {{AI} Ethics},
volume = {3},
number = {4},
pages = {1185--1192},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00226-9},
doi = {10.1007/S43681-022-00226-9},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/JorgensenS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/McCarthyN23,
author = {Michael B. McCarthy and
Sundaraparipurnan Narayanan},
title = {Fairness-accuracy tradeoff: activation function choice in a neural
network},
journal = {{AI} Ethics},
volume = {3},
number = {4},
pages = {1423--1432},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00250-9},
doi = {10.1007/S43681-022-00250-9},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiethics/McCarthyN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/ValdiviaCS23,
author = {Ana Valdivia and
J{\'{u}}lia Corbera{-}Serraj{\`{o}}rdia and
Aneta Swianiewicz},
title = {There is an elephant in the room: towards a critique on the use of
fairness in biometrics},
journal = {{AI} Ethics},
volume = {3},
number = {4},
pages = {1407--1422},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00249-2},
doi = {10.1007/S43681-022-00249-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/ValdiviaCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/YangZFGWH23,
author = {Zeyu Yang and
Jizhi Zhang and
Fuli Feng and
Chongming Gao and
Qifan Wang and
Xiangnan He},
title = {Interactive active learning for fairness with partial group label},
journal = {{AI} Open},
volume = {4},
pages = {175--182},
year = {2023},
url = {https://doi.org/10.1016/j.aiopen.2023.10.003},
doi = {10.1016/J.AIOPEN.2023.10.003},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiopen/YangZFGWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/CataniaGA23,
author = {Barbara Catania and
Giovanna Guerrini and
Chiara Accinelli},
title = {Fairness {\&} friends in the data science era},
journal = {{AI} Soc.},
volume = {38},
number = {2},
pages = {721--731},
year = {2023},
url = {https://doi.org/10.1007/s00146-022-01472-5},
doi = {10.1007/S00146-022-01472-5},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/CataniaGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/GiovanolaT23,
author = {Benedetta Giovanola and
Simona Tiribelli},
title = {Beyond bias and discrimination: redefining the {AI} ethics principle
of fairness in healthcare machine-learning algorithms},
journal = {{AI} Soc.},
volume = {38},
number = {2},
pages = {549--563},
year = {2023},
url = {https://doi.org/10.1007/s00146-022-01455-6},
doi = {10.1007/S00146-022-01455-6},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/GiovanolaT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/LagioiaRS23,
author = {Francesca Lagioia and
Riccardo Rovatti and
Giovanni Sartor},
title = {Algorithmic fairness through group parities? The case of {COMPAS-SAPMOC}},
journal = {{AI} Soc.},
volume = {38},
number = {2},
pages = {459--478},
year = {2023},
url = {https://doi.org/10.1007/s00146-022-01441-y},
doi = {10.1007/S00146-022-01441-Y},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/LagioiaRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/AsudehBDS23,
author = {Abolfazl Asudeh and
Tanya Y. Berger{-}Wolf and
Bhaskar DasGupta and
Anastasios Sidiropoulos},
title = {Maximizing Coverage While Ensuring Fairness: {A} Tale of Conflicting
Objectives},
journal = {Algorithmica},
volume = {85},
number = {5},
pages = {1287--1331},
year = {2023},
url = {https://doi.org/10.1007/s00453-022-01072-1},
doi = {10.1007/S00453-022-01072-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithmica/AsudehBDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/HuangRZLZ23,
author = {Yongchao Huang and
Tianyu Ren and
Junjun Zheng and
Wenyi Liu and
Mengshu Zhang},
title = {Evolution of cooperation in public goods games with dynamic resource
allocation: {A} fairness preference perspective},
journal = {Appl. Math. Comput.},
volume = {445},
pages = {127844},
year = {2023},
url = {https://doi.org/10.1016/j.amc.2023.127844},
doi = {10.1016/J.AMC.2023.127844},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/HuangRZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/QuanSW23,
author = {Ji Quan and
Yuang Shi and
Xianjia Wang},
title = {Effect of fairness-based sympathy and retaliation on cooperation in
multi-player dilemma games},
journal = {Appl. Math. Comput.},
volume = {449},
pages = {127978},
year = {2023},
url = {https://doi.org/10.1016/j.amc.2023.127978},
doi = {10.1016/J.AMC.2023.127978},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amc/QuanSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/ChenH23,
author = {Violet Xinying Chen and
John N. Hooker},
title = {A guide to formulating fairness in an optimization model},
journal = {Ann. Oper. Res.},
volume = {326},
number = {1},
pages = {581--619},
year = {2023},
url = {https://doi.org/10.1007/s10479-023-05264-y},
doi = {10.1007/S10479-023-05264-Y},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/ChenH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/ZhangW23,
author = {Yu Zhang and
Jinting Wang},
title = {Effectiveness, fairness and social welfare maximization: service rules
for the interrupted secondary users in cognitive radio networks},
journal = {Ann. Oper. Res.},
volume = {323},
number = {1},
pages = {247--286},
year = {2023},
url = {https://doi.org/10.1007/s10479-022-05160-x},
doi = {10.1007/S10479-022-05160-X},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/ZhangW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/SaxenaBP23,
author = {Akrati Saxena and
Cristina Guti{\'{e}}rrez Bierbooms and
Mykola Pechenizkiy},
title = {Fairness-aware fake news mitigation using counter information propagation},
journal = {Appl. Intell.},
volume = {53},
number = {22},
pages = {27483--27504},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04928-3},
doi = {10.1007/S10489-023-04928-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/SaxenaBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/MarecekRGSW23,
author = {Jakub Marecek and
Michal Roubalik and
Ramen Ghosh and
Robert N. Shorten and
Fabian R. Wirth},
title = {Predictability and fairness in load aggregation and operations of
virtual power plants},
journal = {Autom.},
volume = {147},
pages = {110743},
year = {2023},
url = {https://doi.org/10.1016/j.automatica.2022.110743},
doi = {10.1016/J.AUTOMATICA.2022.110743},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/automatica/MarecekRGSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/axioms/ShangZYS23,
author = {Lifeng Shang and
Nan Zhang and
Li Yang and
Lijun Shang},
title = {Study of a Random Warranty Model Maintaining Fairness and a Random
Replacement Next Model Sustaining Post-Warranty Reliability},
journal = {Axioms},
volume = {12},
number = {3},
pages = {258},
year = {2023},
url = {https://doi.org/10.3390/axioms12030258},
doi = {10.3390/AXIOMS12030258},
timestamp = {Sat, 03 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/axioms/ShangZYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/PaganoLLCPGOWN23,
author = {Tiago Palma Pagano and
Rafael Bessa Loureiro and
Fernanda Vitoria Nascimento Lisboa and
Gustavo Oliveira Ramos Cruz and
Rodrigo Matos Peixoto and
Guilherme Aragao de Sousa Guimaraes and
Ewerton Lopes Silva de Oliveira and
Ingrid Winkler and
Erick Giovani Sperandio Nascimento},
title = {Context-Based Patterns in Machine Learning Bias and Fairness Metrics:
{A} Sensitive Attributes-Based Approach},
journal = {Big Data Cogn. Comput.},
volume = {7},
number = {1},
pages = {27},
year = {2023},
url = {https://doi.org/10.3390/bdcc7010027},
doi = {10.3390/BDCC7010027},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bdcc/PaganoLLCPGOWN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/PaganoLLPGCASCOWN23,
author = {Tiago Palma Pagano and
Rafael Bessa Loureiro and
Fernanda Vitoria Nascimento Lisboa and
Rodrigo Matos Peixoto and
Guilherme Aragao de Sousa Guimaraes and
Gustavo Oliveira Ramos Cruz and
Maira Matos Araujo and
Lucas Lisboa dos Santos and
Marco Cruz and
Ewerton Lopes Silva de Oliveira and
Ingrid Winkler and
Erick Giovani Sperandio Nascimento},
title = {Bias and Unfairness in Machine Learning Models: {A} Systematic Review
on Datasets, Tools, Fairness Metrics, and Identification and Mitigation
Methods},
journal = {Big Data Cogn. Comput.},
volume = {7},
number = {1},
pages = {15},
year = {2023},
url = {https://doi.org/10.3390/bdcc7010015},
doi = {10.3390/BDCC7010015},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bdcc/PaganoLLPGCASCOWN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdatasociety/ElAzabN23,
author = {Sarah El{-}Azab and
Paige Nong},
title = {Clinical algorithms, racism, and "fairness" in healthcare: {A} case
of bounded justice},
journal = {Big Data Soc.},
volume = {10},
number = {2},
year = {2023},
url = {https://doi.org/10.1177/20539517231213820},
doi = {10.1177/20539517231213820},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdatasociety/ElAzabN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bise/PfeifferG0MMBA23,
author = {Jella Pfeiffer and
Julia Gutschow and
Christian Haas and
Florian M{\"{o}}slein and
Oliver Maspfuhl and
Frederik Borgers and
Suzana Alpsancar},
title = {Algorithmic Fairness in {AI}},
journal = {Bus. Inf. Syst. Eng.},
volume = {65},
number = {2},
pages = {209--222},
year = {2023},
url = {https://doi.org/10.1007/s12599-023-00787-x},
doi = {10.1007/S12599-023-00787-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bise/PfeifferG0MMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CanoTZXHMSW23,
author = {Marco Alvarado Cano and
Ginger Tsueng and
Xinghua Zhou and
Jiwen Xin and
Laura D. Hughes and
Julia Mullen and
Andrew I. Su and
Chunlei Wu},
title = {Schema Playground: a tool for authoring, extending, and using metadata
schemas to improve FAIRness of biomedical data},
journal = {{BMC} Bioinform.},
volume = {24},
number = {1},
pages = {159},
year = {2023},
url = {https://doi.org/10.1186/s12859-023-05258-4},
doi = {10.1186/S12859-023-05258-4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/CanoTZXHMSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bpmj/DattaKM23,
author = {Soumyajyoti Datta and
Rohit Kapoor and
Peeyush Mehta},
title = {A multi-objective optimization model for outpatient care delivery
with service fairness},
journal = {Bus. Process. Manag. J.},
volume = {29},
number = {3},
pages = {630--652},
year = {2023},
url = {https://doi.org/10.1108/BPMJ-07-2022-0335},
doi = {10.1108/BPMJ-07-2022-0335},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bpmj/DattaKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caeai/MemarianD23,
author = {Bahar Memarian and
Tenzin Doleck},
title = {Fairness, Accountability, Transparency, and Ethics {(FATE)} in Artificial
Intelligence {(AI)} and higher education: {A} systematic review},
journal = {Comput. Educ. Artif. Intell.},
volume = {5},
pages = {100152},
year = {2023},
url = {https://doi.org/10.1016/j.caeai.2023.100152},
doi = {10.1016/J.CAEAI.2023.100152},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caeai/MemarianD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/DingHY23,
author = {Long Ding and
He Huang and
Hongping Yuan},
title = {Impacts of distributional fairness concerns on quality disclosure
in a dyadic supply chain},
journal = {Comput. Ind. Eng.},
volume = {182},
pages = {109416},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.109416},
doi = {10.1016/J.CIE.2023.109416},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candie/DingHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/GongLZ23,
author = {Gaocan Gong and
Ke Li and
Quanbo Zha},
title = {A maximum fairness consensus model with limited cost in group decision
making},
journal = {Comput. Ind. Eng.},
volume = {175},
pages = {108891},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2022.108891},
doi = {10.1016/J.CIE.2022.108891},
timestamp = {Sat, 14 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/GongLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/WangLDZ23,
author = {Zheng Wang and
Longlong Leng and
Junjie Ding and
Yanwei Zhao},
title = {Study on location-allocation problem and algorithm for emergency supplies
considering timeliness and fairness},
journal = {Comput. Ind. Eng.},
volume = {177},
pages = {109078},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.109078},
doi = {10.1016/J.CIE.2023.109078},
timestamp = {Sat, 18 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/WangLDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/ZhuCWND23,
author = {Yangguang Zhu and
Yuan Chen and
Xin Wang and
Tengfei Nie and
Shaofu Du},
title = {Procedural fairness concern in tourism supply chain: The case of a
dominant {OTA} and a sustainable hotel},
journal = {Comput. Ind. Eng.},
volume = {176},
pages = {108919},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2022.108919},
doi = {10.1016/J.CIE.2022.108919},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candie/ZhuCWND23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccftpci/SongWLLD23,
author = {Xueting Song and
En Wang and
Wenbin Liu and
Yujun Liu and
Yunmeng Dong},
title = {Correction to: Fairness task assignment strategy with distance constraint
in Mobile CrowdSensing},
journal = {{CCF} Trans. Pervasive Comput. Interact.},
volume = {5},
number = {2},
pages = {183},
year = {2023},
url = {https://doi.org/10.1007/s42486-023-00128-7},
doi = {10.1007/S42486-023-00128-7},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ccftpci/SongWLLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccftpci/SongWLLD23a,
author = {Xueting Song and
En Wang and
Wenbin Liu and
Yujun Liu and
Yunmeng Dong},
title = {Fairness task assignment strategy with distance constraint in Mobile
CrowdSensing},
journal = {{CCF} Trans. Pervasive Comput. Interact.},
volume = {5},
number = {2},
pages = {184--205},
year = {2023},
url = {https://doi.org/10.1007/s42486-022-00116-3},
doi = {10.1007/S42486-022-00116-3},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ccftpci/SongWLLD23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/ClaureKKJ23,
author = {Houston Claure and
Seyun Kim and
Ren{\'{e}} F. Kizilcec and
Malte F. Jung},
title = {The social consequences of Machine Allocation Behavior: Fairness,
interpersonal perceptions and performance},
journal = {Comput. Hum. Behav.},
volume = {146},
pages = {107628},
year = {2023},
url = {https://doi.org/10.1016/j.chb.2022.107628},
doi = {10.1016/J.CHB.2022.107628},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chb/ClaureKKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/clsr/PapagianneasJ23,
author = {Straton Papagianneas and
Nino Junius},
title = {Fairness and justice through automation in China's smart courts},
journal = {Comput. Law Secur. Rev.},
volume = {51},
pages = {105897},
year = {2023},
url = {https://doi.org/10.1016/j.clsr.2023.105897},
doi = {10.1016/J.CLSR.2023.105897},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/clsr/PapagianneasJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cms/RezaeiniaGG23,
author = {Nahid Rezaeinia and
Julio Cesar Goez and
Mario Guajardo},
title = {On efficiency and the Jain's fairness index in integer assignment
problems},
journal = {Comput. Manag. Sci.},
volume = {20},
number = {1},
pages = {42},
year = {2023},
url = {https://doi.org/10.1007/s10287-023-00477-9},
doi = {10.1007/S10287-023-00477-9},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cms/RezaeiniaGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/ArribasMC23,
author = {Edgar Arribas and
Vincenzo Mancuso and
Vicent Cholvi},
title = {Optimizing fairness in cellular networks with mobile drone relays},
journal = {Comput. Networks},
volume = {224},
pages = {109623},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.109623},
doi = {10.1016/J.COMNET.2023.109623},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/ArribasMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/BiSLZW23,
author = {Xiang Bi and
Xiaokai Sun and
Zengwei Lyu and
Benhong Zhang and
Xing Wei},
title = {A back adjustment based dependent task offloading scheduling algorithm
with fairness constraints in {VEC} networks},
journal = {Comput. Networks},
volume = {223},
pages = {109552},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2022.109552},
doi = {10.1016/J.COMNET.2022.109552},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/BiSLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/DongC23,
author = {Xiaodong Dong and
Binlei Cai},
title = {Balanar: Balancing deadline guarantee and Jain's fairness for inter-datacenter
transfers},
journal = {Comput. Networks},
volume = {235},
pages = {109988},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.109988},
doi = {10.1016/J.COMNET.2023.109988},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/DongC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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