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@article{DBLP:journals/ml/0001BDS24,
author = {Ashwin Srinivasan and
A. Baskar and
Tirtharaj Dash and
Devanshu Shah},
title = {Composition of relational features with an application to explaining
black-box predictors},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1091--1132},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06399-6},
doi = {10.1007/S10994-023-06399-6},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/0001BDS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/0001JLFCLXBZ24,
author = {Geng Ji and
Wentao Jiang and
Jiang Li and
Fahmid Morshed Fahid and
Zhengxing Chen and
Yinghua Li and
Jun Xiao and
Chongxi Bao and
Zheqing Zhu},
title = {Correction to: Learning to bid and rank together in recommendation
systems},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1509},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06496-6},
doi = {10.1007/S10994-023-06496-6},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/0001JLFCLXBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AbuSalihAAAAAA24,
author = {Bilal Abu{-}Salih and
Mohammed Alweshah and
Moutaz Alazab and
Manaf Al{-}Okaily and
Muteeb Alahmari and
Mohammad Alhabashneh and
Saleh Al{-}Sharaeh},
title = {Natural language inference model for customer advocacy detection in
online customer engagement},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2249--2275},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06476-w},
doi = {10.1007/S10994-023-06476-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AbuSalihAAAAAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AdarshG24,
author = {V. Adarsh and
G. R. Gangadharan},
title = {Mental stress detection from ultra-short heart rate variability using
explainable graph convolutional network with network pruning and quantisation},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5467--5494},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06504-9},
doi = {10.1007/S10994-023-06504-9},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AdarshG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AguiarKC24,
author = {Gabriel Aguiar and
Bartosz Krawczyk and
Alberto Cano},
title = {A survey on learning from imbalanced data streams: taxonomy, challenges,
empirical study, and reproducible experimental framework},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4165--4243},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06353-6},
doi = {10.1007/S10994-023-06353-6},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AguiarKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlEssaAAM24,
author = {Malik Al{-}Essa and
Giuseppina Andresini and
Annalisa Appice and
Donato Malerba},
title = {{PANACEA:} a neural model ensemble for cyber-threat detection},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5379--5422},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06470-2},
doi = {10.1007/S10994-023-06470-2},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AlEssaAAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ApostolopoulosWWXZVZM24,
author = {Pavlos Athanasios Apostolopoulos and
Zehui Wang and
Hanson Wang and
Tenghyu Xu and
Chad Zhou and
Kittipat Virochsiri and
Norm Zhou and
Igor L. Markov},
title = {Personalization for web-based services using offline reinforcement
learning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3049--3071},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06525-y},
doi = {10.1007/S10994-024-06525-Y},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ApostolopoulosWWXZVZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ArachchiT24,
author = {Chamalee Wickrama Arachchi and
Nikolaj Tatti},
title = {Jaccard-constrained dense subgraph discovery},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {7103--7125},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06595-y},
doi = {10.1007/S10994-024-06595-Y},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ArachchiT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ArachchiT24a,
author = {Chamalee Wickrama Arachchi and
Nikolaj Tatti},
title = {Recurrent segmentation meets block models in temporal networks},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5623--5653},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06507-6},
doi = {10.1007/S10994-023-06507-6},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ArachchiT24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AriuOPY24,
author = {Kaito Ariu and
Jungseul Ok and
Alexandre Prouti{\`{e}}re and
Seyoung Yun},
title = {Optimal clustering from noisy binary feedback},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2733--2764},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06532-z},
doi = {10.1007/S10994-024-06532-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AriuOPY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ArrigoniRS24,
author = {Valentina Arrigoni and
Luisa Repele and
Dario Marino Saccavino},
title = {Textmatcher: cross-attentional neural network to compare image and
text},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2045--2066},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06418-6},
doi = {10.1007/S10994-023-06418-6},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ArrigoniRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ArutyunovaGRSW24,
author = {Anna Arutyunova and
Anna Gro{\ss}wendt and
Heiko R{\"{o}}glin and
Melanie Schmidt and
Julian Wargalla},
title = {Upper and lower bounds for complete linkage in general metric spaces},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {489--518},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06486-8},
doi = {10.1007/S10994-023-06486-8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ArutyunovaGRSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AskiCDRZV24,
author = {Vidyadhar Jinnappa Aski and
Rugved Sanjay Chavan and
Vijaypal Singh Dhaka and
Geeta Rani and
Ester Zumpano and
Eugenio Vocaturo},
title = {Forecasting of mobile network traffic and spatio-temporal analysis
using modLSTM},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2277--2300},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06471-1},
doi = {10.1007/S10994-023-06471-1},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AskiCDRZV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AzevedoRP24,
author = {Beatriz Flamia Azevedo and
Ana Maria A. C. Rocha and
Ana I. Pereira},
title = {Hybrid approaches to optimization and machine learning methods: a
systematic literature review},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4055--4097},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06467-x},
doi = {10.1007/S10994-023-06467-X},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AzevedoRP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BanisheikholeslamiQ24,
author = {Abolhassan Banisheikholeslami and
Farhad Qaderi},
title = {Applied machine learning to the determination of biochar hydrogen
sulfide adsorption capacity},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3419--3441},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06446-2},
doi = {10.1007/S10994-023-06446-2},
timestamp = {Sat, 18 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BanisheikholeslamiQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BansalLK24,
author = {Yogesh Bansal and
David Lillis and
M. Tahar Kechadi},
title = {Correction to: {A} neural meta-model for predicting winter wheat crop
yield},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3353},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06535-w},
doi = {10.1007/S10994-024-06535-W},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BansalLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BansalLK24a,
author = {Yogesh Bansal and
David Lillis and
M. Tahar Kechadi},
title = {A neural meta model for predicting winter wheat crop yield},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3771--3788},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06455-1},
doi = {10.1007/S10994-023-06455-1},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BansalLK24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BarataTHV24,
author = {Ant{\'{o}}nio Pereira Barata and
Frank W. Takes and
H. Jaap van den Herik and
Cor J. Veenman},
title = {Fair tree classifier using strong demographic parity},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3305--3324},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06376-z},
doi = {10.1007/S10994-023-06376-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BarataTHV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BasteriT24,
author = {Andrea Basteri and
Dario Trevisan},
title = {Quantitative Gaussian approximation of randomly initialized deep neural
networks},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6373--6393},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06578-z},
doi = {10.1007/S10994-024-06578-Z},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BasteriT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BattagliaPP24,
author = {Elena Battaglia and
Federico Peiretti and
Ruggero G. Pensa},
title = {Fast parameterless prototype-based co-clustering},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2153--2181},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06474-y},
doi = {10.1007/S10994-023-06474-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BattagliaPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BechetF24,
author = {Denis B{\'{e}}chet and
Annie Foret},
title = {Incremental learning of iterated dependencies},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2841--2875},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-05947-2},
doi = {10.1007/S10994-021-05947-2},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BechetF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BeesonM24,
author = {Alex Beeson and
Giovanni Montana},
title = {Balancing policy constraint and ensemble size in uncertainty-based
offline reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {443--488},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06458-y},
doi = {10.1007/S10994-023-06458-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BeesonM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Bekkemoen24,
author = {Yanzhe Bekkemoen},
title = {Explainable reinforcement learning {(XRL):} a systematic literature
review and taxonomy},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {355--441},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06479-7},
doi = {10.1007/S10994-023-06479-7},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Bekkemoen24.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/BerenguerMT24,
author = {Alberto Berenguer and
Jose{-}Norberto Maz{\'{o}}n and
David Tom{\'{a}}s},
title = {Word embeddings for retrieving tabular data from research publications},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2227--2248},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06472-0},
doi = {10.1007/S10994-023-06472-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BerenguerMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasCBLPP24,
author = {Dimitris Bertsimas and
Kimberly Villalobos Carballo and
L{\'{e}}onard Boussioux and
Michael Lingzhi Li and
Alex Paskov and
Ivan S. Paskov},
title = {Holistic deep learning},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {159--183},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06482-y},
doi = {10.1007/S10994-023-06482-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasCBLPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasJ24,
author = {Dimitris Bertsimas and
Nicholas A. G. Johnson},
title = {Compressed sensing: a discrete optimization approach},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6725--6764},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06577-0},
doi = {10.1007/S10994-024-06577-0},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BolorunduroZB24,
author = {Janet Oluwasola Bolorunduro and
Zhaonian Zou and
Mohamed Jaward Bah},
title = {An effective keyword search co-occurrence multi-layer graph mining
approach},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5773--5806},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06528-9},
doi = {10.1007/S10994-024-06528-9},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BolorunduroZB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BougahamALF24,
author = {Arnaud Bougaham and
Mohammed El Adoui and
Isabelle Linden and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Composite score for anomaly detection in imbalanced real-world industrial
dataset},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4381--4406},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06415-9},
doi = {10.1007/S10994-023-06415-9},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BougahamALF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BoulierisPXV24,
author = {Petros Boulieris and
John Pavlopoulos and
Alexandros Xenos and
Vasilis Vassalos},
title = {Fraud detection with natural language processing},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5087--5108},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06354-5},
doi = {10.1007/S10994-023-06354-5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BoulierisPXV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrabandereBHMD24,
author = {Arne De Brabandere and
Tim Op De Be{\'{e}}ck and
Kilian Hendrickx and
Wannes Meert and
Jesse Davis},
title = {TSFuse: automated feature construction for multiple time series data},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5001--5056},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-06096-2},
doi = {10.1007/S10994-021-06096-2},
timestamp = {Sun, 18 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BrabandereBHMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BueffB24,
author = {Andreas C. Bueff and
Vaishak Belle},
title = {Learning explanatory logical rules in non-linear domains: a neuro-symbolic
approach},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4579--4614},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06538-7},
doi = {10.1007/S10994-024-06538-7},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BueffB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BuzaevGCK24,
author = {Fedor Buzaev and
Jiexing Gao and
Ivan Chuprov and
Evgeniy Kazakov},
title = {Hybrid acceleration techniques for the physics-informed neural networks:
a comparative analysis},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3675--3692},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06442-6},
doi = {10.1007/S10994-023-06442-6},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BuzaevGCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CacciarelliK24,
author = {Davide Cacciarelli and
Murat Kulahci},
title = {Active learning for data streams: a survey},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {185--239},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06454-2},
doi = {10.1007/S10994-023-06454-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CacciarelliK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CandelieriPA24,
author = {Antonio Candelieri and
Andrea Ponti and
Francesco Archetti},
title = {Fair and green hyperparameter optimization via multi-objective and
multiple information source Bayesian optimization},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2701--2731},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06515-0},
doi = {10.1007/S10994-024-06515-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CandelieriPA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CarlevaroADM24,
author = {Alberto Carlevaro and
Teodoro Alamo and
Fabrizio Dabbene and
Maurizio Mongelli},
title = {Conformal predictions for probabilistically robust scalable machine
learning classification},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6645--6661},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06571-6},
doi = {10.1007/S10994-024-06571-6},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CarlevaroADM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraMS24,
author = {V{\'{\i}}tor Cerqueira and
Nuno Moniz and
Carlos Soares},
title = {{VEST:} automatic feature engineering for forecasting},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4523--4545},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-05959-y},
doi = {10.1007/S10994-021-05959-Y},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenSEZ24,
author = {Zhong Chen and
Victor S. Sheng and
Andrea Edwards and
Kun Zhang},
title = {Cost-sensitive sparse group online learning for imbalanced data streams},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4407--4444},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06403-z},
doi = {10.1007/S10994-023-06403-Z},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenSEZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenSLX24,
author = {Tonglin Chen and
Zhimeng Shen and
Bin Li and
Xiangyang Xue},
title = {Compositional scene modeling with global object-centric representations},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3505--3524},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06419-5},
doi = {10.1007/S10994-023-06419-5},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenSLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenWMXHR24,
author = {Zhen Chen and
Fu Wang and
Ronghui Mu and
Peipei Xu and
Xiaowei Huang and
Wenjie Ruan},
title = {Nrat: towards adversarial training with inherent label noise},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3589--3610},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06437-3},
doi = {10.1007/S10994-023-06437-3},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenWMXHR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChiuM24,
author = {Chun Wai Chiu and
Leandro L. Minku},
title = {Smoclust: synthetic minority oversampling based on stream clustering
for evolving data streams},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4671--4721},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06420-y},
doi = {10.1007/S10994-023-06420-Y},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChiuM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ClarkWH24,
author = {Benedict Clark and
Rick Wilming and
Stefan Haufe},
title = {{XAI-TRIS:} non-linear image benchmarks to quantify false positive
post-hoc attribution of feature importance},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6871--6910},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06574-3},
doi = {10.1007/S10994-024-06574-3},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ClarkWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DablainBKAC24,
author = {Damien Dablain and
Colin Bellinger and
Bartosz Krawczyk and
David W. Aha and
Nitesh V. Chawla},
title = {Understanding imbalanced data: {XAI} {\&} interpretable {ML} framework},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3751--3769},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06414-w},
doi = {10.1007/S10994-023-06414-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DablainBKAC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DablainJBRC24,
author = {Damien Dablain and
Kristen N. Jacobson and
Colin Bellinger and
Mark Roberts and
Nitesh V. Chawla},
title = {Understanding {CNN} fragility when learning with imbalanced data},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4785--4810},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06326-9},
doi = {10.1007/S10994-023-06326-9},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DablainJBRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DamascenoRSWJCCB24,
author = {Lucas P. Damasceno and
Egzona Rexhepi and
Allison Shafer and
Ian Whitehouse and
Nathalie Japkowicz and
Charles C. Cavalcante and
Roberto Corizzo and
Zois Boukouvalas},
title = {Exploiting sparsity and statistical dependence in multivariate data
fusion: an application to misinformation detection for high-impact
events},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2183--2205},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06424-8},
doi = {10.1007/S10994-023-06424-8},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DamascenoRSWJCCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DamascenoRSWJCCB24a,
author = {Lucas P. Damasceno and
Egzona Rexhepi and
Allison Shafer and
Ian Whitehouse and
Nathalie Japkowicz and
Charles C. Cavalcante and
Roberto Corizzo and
Zois Boukouvalas},
title = {Correction to: Exploiting sparsity and statistical dependence in multivariate
data fusion: an application to misinformation detection for high-impact
events},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {7127--7128},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06580-5},
doi = {10.1007/S10994-024-06580-5},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DamascenoRSWJCCB24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DavisBDJMRHR24,
author = {Jesse Davis and
Lotte Bransen and
Laurens Devos and
Arne Jaspers and
Wannes Meert and
Pieter Robberechts and
Jan Van Haaren and
Maaike Van Roy},
title = {Methodology and evaluation in sports analytics: challenges, approaches,
and lessons learned},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6977--7010},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06585-0},
doi = {10.1007/S10994-024-06585-0},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DavisBDJMRHR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DekhovichTSB24,
author = {Aleksandr Dekhovich and
David M. J. Tax and
Marcel H. F. Sluiter and
Miguel A. Bessa},
title = {Neural network relief: a pruning algorithm based on neural activity},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2597--2618},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06516-z},
doi = {10.1007/S10994-024-06516-Z},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DekhovichTSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DenisHNS24,
author = {Christophe Denis and
Mohamed Hebiri and
Boris Ndjia Njike and
Xavier Siebert},
title = {Active learning algorithm through the lens of rejection arguments},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {753--788},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06494-8},
doi = {10.1007/S10994-023-06494-8},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DenisHNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DharT24,
author = {Sauptik Dhar and
Bernardo Gonzalez Torres},
title = {DOC\({}^{\mbox{3}}\): deep one class classification using contradictions},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5109--5150},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06362-5},
doi = {10.1007/S10994-023-06362-5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DharT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DheurBIT24,
author = {Victor Dheur and
Tanguy Bosser and
Rafael Izbicki and
Souhaib Ben Taieb},
title = {Distribution-free conformal joint prediction regions for neural marked
temporal point processes},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {7055--7102},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06594-z},
doi = {10.1007/S10994-024-06594-Z},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DheurBIT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DileoZ24,
author = {Manuel Dileo and
Matteo Zignani},
title = {Discrete-time graph neural networks for transaction prediction in
Web3 social platforms},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6395--6412},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06579-y},
doi = {10.1007/S10994-024-06579-Y},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DileoZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DileoZG24,
author = {Manuel Dileo and
Matteo Zignani and
Sabrina Gaito},
title = {Temporal graph learning for dynamic link prediction with text in online
social networks},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2207--2226},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06475-x},
doi = {10.1007/S10994-023-06475-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DileoZG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DoNTATPM24,
author = {Thanh Duy Do and
Thuan Dinh Nguyen and
Viet Cuong Ta and
Duong Tran Anh and
Tuyet{-}Hanh Tran Thi and
Diep Phan and
Son T. Mai},
title = {Dynamic weighted ensemble for diarrhoea incidence predictions},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2129--2152},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06465-z},
doi = {10.1007/S10994-023-06465-Z},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DoNTATPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DongLZ0L24,
author = {Zhetong Dong and
Hongwei Lin and
Chi Zhou and
Ben Zhang and
Gengchen Li},
title = {Persistence B-spline grids: stable vector representation of persistence
diagrams based on data fitting},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1373--1420},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06492-w},
doi = {10.1007/S10994-023-06492-W},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DongLZ0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DuYCLJXW24,
author = {Yuntao Du and
Haiyang Yang and
Mingcai Chen and
Hongtao Luo and
Juan Jiang and
Yi Xin and
Chongjun Wang},
title = {Generation, augmentation, and alignment: a pseudo-source domain based
method for source-free domain adaptation},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3611--3631},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06432-8},
doi = {10.1007/S10994-023-06432-8},
timestamp = {Sat, 18 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DuYCLJXW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EliadesP24,
author = {Charalambos Eliades and
Harris Papadopoulos},
title = {{ICM} ensemble with novel betting functions for concept drift},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6911--6944},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06593-0},
doi = {10.1007/S10994-024-06593-0},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EliadesP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ElreedyAK24,
author = {Dina Elreedy and
Amir F. Atiya and
Firuz Kamalov},
title = {A theoretical distribution analysis of synthetic minority oversampling
technique {(SMOTE)} for imbalanced learning},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4903--4923},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06296-4},
doi = {10.1007/S10994-022-06296-4},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ElreedyAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EspositoCL24,
author = {Roberto Esposito and
Mattia Cerrato and
Marco Locatelli},
title = {Partitioned least squares},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6839--6869},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06582-3},
doi = {10.1007/S10994-024-06582-3},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EspositoCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EtienamLWZ24,
author = {Clement Etienam and
Kody J. H. Law and
Sara Wade and
Vitaly Zankin},
title = {Fast deep mixtures of Gaussian process experts},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1483--1508},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06491-x},
doi = {10.1007/S10994-023-06491-X},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EtienamLWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EyraudA24,
author = {R{\'{e}}mi Eyraud and
St{\'{e}}phane Ayache},
title = {Distillation of weighted automata from recurrent neural networks using
a spectral approach},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3233--3266},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-05948-1},
doi = {10.1007/S10994-021-05948-1},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EyraudA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FuhWP24,
author = {Cheng{-}Der Fuh and
Chuan{-}Ju Wang and
Chen{-}Hung Pai},
title = {Markov chain importance sampling for minibatches},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {789--814},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06489-5},
doi = {10.1007/S10994-023-06489-5},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FuhWP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GaudreaultB24,
author = {Jean{-}Gabriel Gaudreault and
Paula Branco},
title = {Empirical analysis of performance assessment for imbalanced classification},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5533--5575},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06497-5},
doi = {10.1007/S10994-023-06497-5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GaudreaultB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GerminoMC24,
author = {Joe Germino and
Nuno Moniz and
Nitesh V. Chawla},
title = {FairMOE: counterfactually-fair mixture of experts with levels of interpretability},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6539--6559},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06583-2},
doi = {10.1007/S10994-024-06583-2},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GerminoMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GevaertRBVBS24,
author = {Arne Gevaert and
Axel{-}Jan Rousseau and
Thijs Becker and
Dirk Valkenborg and
Tijl De Bie and
Yvan Saeys},
title = {Evaluating feature attribution methods in the image domain},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6019--6064},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06550-x},
doi = {10.1007/S10994-024-06550-X},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GevaertRBVBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GhoshBCBKJ24,
author = {Kushankur Ghosh and
Colin Bellinger and
Roberto Corizzo and
Paula Branco and
Bartosz Krawczyk and
Nathalie Japkowicz},
title = {The class imbalance problem in deep learning},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4845--4901},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06268-8},
doi = {10.1007/S10994-022-06268-8},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GhoshBCBKJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GhoshKCDKLZM24,
author = {Susobhan Ghosh and
Raphael Kim and
Prasidh Chhabria and
Raaz Dwivedi and
Predrag Klasnja and
Peng Liao and
Kelly W. Zhang and
Susan A. Murphy},
title = {Did we personalize? Assessing personalization by an online reinforcement
learning algorithm using resampling},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {3961--3997},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06526-x},
doi = {10.1007/S10994-024-06526-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GhoshKCDKLZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GiletGDF24,
author = {Cyprien Gilet and
Marie Guyomard and
S{\'{e}}bastien Destercke and
Lionel Fillatre},
title = {Softmin discrete minimax classifier for imbalanced classes and prior
probability shifts},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {605--645},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06397-8},
doi = {10.1007/S10994-023-06397-8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GiletGDF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Girish0S24,
author = {Gayathri Girish and
Deepak Mishra and
Subrahamanian Moosath K. S.},
title = {Utilising energy function and variational inference training for learning
a graph neural network architecture},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1219--1241},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06513-2},
doi = {10.1007/S10994-024-06513-2},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Girish0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GlanoisWZLYHL24,
author = {Claire Glanois and
Paul Weng and
Matthieu Zimmer and
Dong Li and
Tianpei Yang and
Jianye Hao and
Wulong Liu},
title = {A survey on interpretable reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5847--5890},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06543-w},
doi = {10.1007/S10994-024-06543-W},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GlanoisWZLYHL24.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/ml/GuiZGN24,
author = {Qian Gui and
Hong Zhou and
Na Guo and
Baoning Niu},
title = {A survey of class-imbalanced semi-supervised learning},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5057--5086},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06344-7},
doi = {10.1007/S10994-023-06344-7},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GuiZGN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GulloMT24,
author = {Francesco Gullo and
Domenico Mandaglio and
Andrea Tagarelli},
title = {Neural discovery of balance-aware polarized communities},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6611--6644},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06581-4},
doi = {10.1007/S10994-024-06581-4},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GulloMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GunasekaraPGB24,
author = {Nuwan Gunasekara and
Bernhard Pfahringer and
Heitor Murilo Gomes and
Albert Bifet},
title = {Gradient boosted trees for evolving data streams},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3325--3352},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06517-y},
doi = {10.1007/S10994-024-06517-Y},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GunasekaraPGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GutierrezVP24,
author = {Tom{\'{a}}s Gutierrez and
Davi Vallad{\~{a}}o and
Bernardo K. Pagnoncelli},
title = {PolieDRO: a novel classification and regression framework with non-parametric
data-driven regularization},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5807--5846},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06544-9},
doi = {10.1007/S10994-024-06544-9},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GutierrezVP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HaiNLNT24,
author = {Nam Le Hai and
Trang Nguyen and
Ngo Van Linh and
Thien Huu Nguyen and
Khoat Than},
title = {Continual variational dropout: a view of auxiliary local variables
in continual learning},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {281--323},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06487-7},
doi = {10.1007/S10994-023-06487-7},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HaiNLNT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HammoudehL24,
author = {Zayd Hammoudeh and
Daniel Lowd},
title = {Training data influence analysis and estimation: a survey},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2351--2403},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06495-7},
doi = {10.1007/S10994-023-06495-7},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HammoudehL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanMJG24,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {Differentially private Riemannian optimization},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1133--1161},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06508-5},
doi = {10.1007/S10994-023-06508-5},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HanMJG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanMJG24a,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {Riemannian block {SPD} coupling manifold and its application to optimal
transport},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1595--1622},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06258-w},
doi = {10.1007/S10994-022-06258-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanMJG24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Hancer24,
author = {Emrah Hancer},
title = {An improved evolutionary wrapper-filter feature selection approach
with a new initialisation scheme},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {4977--5000},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-05990-z},
doi = {10.1007/S10994-021-05990-Z},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Hancer24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanhMRLDP24,
author = {Tran Thi Hong Hanh and
Matej Martinc and
Andraz Repar and
Nikola Ljubesic and
Antoine Doucet and
Senja Pollak},
title = {Can cross-domain term extraction benefit from cross-lingual transfer
and nested term labeling?},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4285--4314},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06506-7},
doi = {10.1007/S10994-023-06506-7},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanhMRLDP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HaradaK24,
author = {Shonosuke Harada and
Hisashi Kashima},
title = {InfoCEVAE: treatment effect estimation with hidden confounding variables
matching},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1799--1817},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06246-0},
doi = {10.1007/S10994-022-06246-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HaradaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HeDL24,
author = {Hao{-}Yuan He and
Wang{-}Zhou Dai and
Ming Li},
title = {Reduced implication-bias logic loss for neuro-symbolic learning},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3357--3377},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06436-4},
doi = {10.1007/S10994-023-06436-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HeDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HeWQZ24,
author = {Yi{-}Xiao He and
Yu{-}Chang Wu and
Chao Qian and
Zhi{-}Hua Zhou},
title = {Margin distribution and structural diversity guided ensemble pruning},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3545--3567},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06429-3},
doi = {10.1007/S10994-023-06429-3},
timestamp = {Sat, 18 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HeWQZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HeeseWMFP24,
author = {Raoul Heese and
Moritz Wolter and
Sascha M{\"{u}}cke and
Lukas Franken and
Nico Piatkowski},
title = {On the effects of biased quantum random numbers on the initialization
of artificial neural networks},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1189--1217},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06490-y},
doi = {10.1007/S10994-023-06490-Y},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HeeseWMFP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HeinrichSVL24,
author = {Ren{\'{e}} Heinrich and
Christoph Scholz and
Stephan Vogt and
Malte Lehna},
title = {Targeted adversarial attacks on wind power forecasts},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {863--889},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06396-9},
doi = {10.1007/S10994-023-06396-9},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HeinrichSVL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HendrickxPPMD24,
author = {Kilian Hendrickx and
Lorenzo Perini and
Dries Van der Plas and
Wannes Meert and
Jesse Davis},
title = {Machine learning with a reject option: a survey},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3073--3110},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06534-x},
doi = {10.1007/S10994-024-06534-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HendrickxPPMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HepburnM24,
author = {Charles A. Hepburn and
Giovanni Montana},
title = {Model-based trajectory stitching for improved behavioural cloning
and its applications},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {647--674},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06392-z},
doi = {10.1007/S10994-023-06392-Z},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HepburnM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HoarauLGDM24,
author = {Arthur Hoarau and
Vincent Lemaire and
Yolande Le Gall and
Jean{-}Christophe Dubois and
Arnaud Martin},
title = {Evidential uncertainty sampling strategies for active learning},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6453--6474},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06567-2},
doi = {10.1007/S10994-024-06567-2},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HoarauLGDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HofmanGHMSES24,
author = {Omer Hofman and
Amit Giloni and
Yarin Hayun and
Ikuya Morikawa and
Toshiya Shimizu and
Yuval Elovici and
Asaf Shabtai},
title = {X-Detect: explainable adversarial patch detection for object detectors
in retail},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6273--6292},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06548-5},
doi = {10.1007/S10994-024-06548-5},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HofmanGHMSES24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HossainYDHTYLH24,
author = {Ramij Raja Hossain and
Tianzhixi Yin and
Yan Du and
Renke Huang and
Jie Tan and
Wenhao Yu and
Yuan Liu and
Qiuhua Huang},
title = {Efficient learning of power grid voltage control strategies via model-based
deep reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2675--2700},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06422-w},
doi = {10.1007/S10994-023-06422-W},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HossainYDHTYLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HryniewskaGB24,
author = {Weronika Hryniewska and
Adrianna Grudzien and
Przemyslaw Biecek},
title = {LIMEcraft: handcrafted superpixel selection and inspection for Visual
eXplanations},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3143--3160},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06204-w},
doi = {10.1007/S10994-022-06204-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HryniewskaGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuismanPR24,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Subspace Adaptation Prior for Few-Shot Learning},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {725--752},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06393-y},
doi = {10.1007/S10994-023-06393-Y},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuismanPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuismanPR24a,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Understanding transfer learning and gradient-based meta-learning techniques},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4113--4132},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06387-w},
doi = {10.1007/S10994-023-06387-W},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuismanPR24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuynhThuG24,
author = {V{\^{a}}n Anh Huynh{-}Thu and
Pierre Geurts},
title = {Optimizing model-agnostic random subspace ensembles},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {993--1042},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06427-5},
doi = {10.1007/S10994-023-06427-5},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuynhThuG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/IlhanKK24,
author = {Emirhan Ilhan and
Ahmet B. Koc and
Suleyman S. Kozat},
title = {Exploiting residual errors in nonlinear online prediction},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6065--6091},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06554-7},
doi = {10.1007/S10994-024-06554-7},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IlhanKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/IwataC24,
author = {Tomoharu Iwata and
Yoichi Chikahara},
title = {Meta-learning for heterogeneous treatment effect estimation with closed-form
solvers},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6093--6114},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06546-7},
doi = {10.1007/S10994-024-06546-7},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IwataC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JainR24,
author = {Sambhav Jain and
Reshma Rastogi},
title = {Parametric non-parallel support vector machines for pattern classification},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1567--1594},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06238-0},
doi = {10.1007/S10994-022-06238-0},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JainR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JanischPL24,
author = {Jarom{\'{\i}}r Janisch and
Tom{\'{a}}s Pevn{\'{y}} and
Viliam Lis{\'{y}}},
title = {Classification with costly features in hierarchical deep sets},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4487--4522},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06565-4},
doi = {10.1007/S10994-024-06565-4},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JanischPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JanjuaSWMMW24,
author = {Muhammad Kamran Janjua and
Haseeb Shah and
Martha White and
Erfan Miahi and
Marlos C. Machado and
Adam White},
title = {GVFs in the real world: making predictions online for water treatment},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5151--5181},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06413-x},
doi = {10.1007/S10994-023-06413-X},
timestamp = {Sun, 18 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JanjuaSWMMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JiJLFCLXBZ24,
author = {Geng Ji and
Wentao Jiang and
Jiang Li and
Fahmid Morshed Fahid and
Zhengxing Chen and
Yinghua Li and
Jun Xiao and
Chongxi Bao and
Zheqing Zhu},
title = {Learning to bid and rank together in recommendation systems},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2559--2573},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06444-4},
doi = {10.1007/S10994-023-06444-4},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JiJLFCLXBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JiaZ24,
author = {Chen Jia and
Yue Zhang},
title = {Meta-learning the invariant representation for domain generalization},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1661--1681},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06256-y},
doi = {10.1007/S10994-022-06256-Y},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JiaZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JiangKLZ24,
author = {Shaofeng H.{-}C. Jiang and
Robert Krauthgamer and
Jianing Lou and
Yubo Zhang},
title = {Coresets for kernel clustering},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5891--5906},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06540-z},
doi = {10.1007/S10994-024-06540-Z},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JiangKLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JiangZK24,
author = {Xiaotong Jiang and
Xin Zhou and
Michael R. Kosorok},
title = {Deep doubly robust outcome weighted learning},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {815--842},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06484-w},
doi = {10.1007/S10994-023-06484-W},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JiangZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JinLM24,
author = {Ruidong Jin and
Xin Liu and
Tsuyoshi Murata},
title = {Predicting potential real-time donations in YouTube live streaming
services via continuous-time dynamic graphs},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2093--2127},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06449-z},
doi = {10.1007/S10994-023-06449-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JinLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JinSLX24,
author = {Zhiyu Jin and
Xuli Shen and
Bin Li and
Xiangyang Xue},
title = {Style spectroscope: improve interpretability and controllability through
Fourier analysis},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3485--3503},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06435-5},
doi = {10.1007/S10994-023-06435-5},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JinSLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KabanR24,
author = {Ata Kab{\'{a}}n and
Henry W. J. Reeve},
title = {Structure discovery in PAC-learning by random projections},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5685--5730},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06531-0},
doi = {10.1007/S10994-024-06531-0},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KabanR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Kalpakis24,
author = {Konstantinos Kalpakis},
title = {Consensus-relevance kNN and covariate shift mitigation},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {325--353},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06378-x},
doi = {10.1007/S10994-023-06378-X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Kalpakis24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KazemiW24,
author = {Ehsan Kazemi and
Liqiang Wang},
title = {Efficient zeroth-order proximal stochastic method for nonconvex nonsmooth
black-box problems},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {97--120},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06409-7},
doi = {10.1007/S10994-023-06409-7},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KazemiW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KebriaeiHFRSFY24,
author = {Emad Kebriaei and
Ali Homayouni and
Roghayeh Faraji and
Armita Razavi and
Azadeh Shakery and
Heshaam Faili and
Yadollah Yaghoobzadeh},
title = {Persian offensive language detection},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4359--4379},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06370-5},
doi = {10.1007/S10994-023-06370-5},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KebriaeiHFRSFY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KianiJS24,
author = {Rasoul Kiani and
Wei Jin and
Victor S. Sheng},
title = {Survey on extreme learning machines for outlier detection},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5495--5531},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06375-0},
doi = {10.1007/S10994-023-06375-0},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KianiJS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimK24,
author = {Taeyoung Kim and
Myungjoo Kang},
title = {Bounding the Rademacher complexity of Fourier neural operators},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2467--2498},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06533-y},
doi = {10.1007/S10994-024-06533-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KimK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KoryckiK24,
author = {Lukasz Korycki and
Bartosz Krawczyk},
title = {Correction: Adversarial concept drift detection under poisoning attacks
for robust data stream mining},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3303--3304},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06459-x},
doi = {10.1007/S10994-023-06459-X},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KoryckiK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuangL24,
author = {Wenlan Kuang and
Zhixin Li},
title = {Multi-label image classification with multi-layered multi-perspective
dynamic semantic representation},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3443--3461},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06440-8},
doi = {10.1007/S10994-023-06440-8},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuangL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KumpulainenT24,
author = {Iiro Kumpulainen and
Nikolaj Tatti},
title = {Dense subgraphs induced by edge labels},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1967--1987},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06377-y},
doi = {10.1007/S10994-023-06377-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KumpulainenT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuratomiMLLP24,
author = {Alejandro Kuratomi and
Ioanna Miliou and
Zed Lee and
Tony Lindgren and
Panagiotis Papapetrou},
title = {Ijuice: integer JUstIfied counterfactual explanations},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5731--5771},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06530-1},
doi = {10.1007/S10994-024-06530-1},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuratomiMLLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LauSS24,
author = {Michael Lau and
Tamara Schikowski and
Holger Schwender},
title = {logicDT: a procedure for identifying response-associated interactions
between binary predictors},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {933--992},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06488-6},
doi = {10.1007/S10994-023-06488-6},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LauSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiHLXXD24,
author = {Xingjian Li and
Di Hu and
Xuhong Li and
Haoyi Xiong and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {Towards accurate knowledge transfer via target-awareness representation
disentanglement},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {699--723},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06381-2},
doi = {10.1007/S10994-023-06381-2},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiHLXXD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiLJLL24,
author = {Zezeng Li and
Shenghao Li and
Lianbao Jin and
Na Lei and
Zhongxuan Luo},
title = {OT-net: a reusable neural optimal transport solver},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1243--1268},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06493-9},
doi = {10.1007/S10994-023-06493-9},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiLJLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiPR24,
author = {Tianyu Li and
Doina Precup and
Guillaume Rabusseau},
title = {Connecting weighted automata, tensor networks and recurrent neural
networks through spectral learning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2619--2653},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06164-1},
doi = {10.1007/S10994-022-06164-1},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiXKBWCY24,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Jiang Bian and
Shuaiqiang Wang and
Guihai Chen and
Dawei Yin},
title = {GS\({}^{\mbox{2}}\)P: a generative pre-trained learning to rank model
with over-parameterization for web-scale search},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5331--5349},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06469-9},
doi = {10.1007/S10994-023-06469-9},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiXKBWCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiZL24,
author = {Lan Li and
De{-}Chuan Zhan and
Xin{-}Chun Li},
title = {Aligning model outputs for class imbalanced non-IID federated learning},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1861--1884},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06241-5},
doi = {10.1007/S10994-022-06241-5},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiangDY24,
author = {Wei Liang and
Derui Ding and
Hui Yu},
title = {Paf-tracker: a novel pre-frame auxiliary and fusion visual tracker},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5577--5600},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06466-y},
doi = {10.1007/S10994-023-06466-Y},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiangDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiaoSDKT24,
author = {Luofeng Liao and
Li Shen and
Jia Duan and
Mladen Kolar and
Dacheng Tao},
title = {Local AdaGrad-type algorithm for stochastic convex-concave optimization},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1819--1838},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06239-z},
doi = {10.1007/S10994-022-06239-Z},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiaoSDKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuJLP24,
author = {Mai Liu and
Jichao Jiao and
Ning Li and
Min Pang},
title = {Task-decoupled interactive embedding network for object detection},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3829--3848},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06430-w},
doi = {10.1007/S10994-023-06430-W},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuJLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuXYGZZWWG24,
author = {Xiao{-}Yang Liu and
Ziyi Xia and
Hongyang Yang and
Jiechao Gao and
Daochen Zha and
Ming Zhu and
Christina Dan Wang and
Zhaoran Wang and
Jian Guo},
title = {Dynamic datasets and market environments for financial reinforcement
learning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2795--2839},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06511-w},
doi = {10.1007/S10994-023-06511-W},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuXYGZZWWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LoginovaTHKB24,
author = {Ekaterina Loginova and
Wai Kit Tsang and
Guus van Heijningen and
Louis{-}Philippe Kerkhove and
Dries F. Benoit},
title = {Forecasting directional bitcoin price returns using aspect-based sentiment
analysis on online text data},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4761--4784},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-06095-3},
doi = {10.1007/S10994-021-06095-3},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LoginovaTHKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LopesCESYGXCW24,
author = {Vasco Lopes and
Fabio Maria Carlucci and
Pedro M. Esperan{\c{c}}a and
Marco Singh and
Antoine Yang and
Victor Gabillon and
Hang Xu and
Zewei Chen and
Jun Wang},
title = {Manas: multi-agent neural architecture search},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {73--96},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06379-w},
doi = {10.1007/S10994-023-06379-W},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LopesCESYGXCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LucaPZ24,
author = {Thais Luca and
Aline Paes and
Gerson Zaverucha},
title = {Word embeddings-based transfer learning for boosted relational dependency
networks},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1269--1302},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06404-y},
doi = {10.1007/S10994-023-06404-Y},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LucaPZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LusitoPG24,
author = {Salvatore Lusito and
Andrea Pugnana and
Riccardo Guidotti},
title = {Solving imbalanced learning with outlier detection and features reduction},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5273--5330},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06448-0},
doi = {10.1007/S10994-023-06448-0},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LusitoPG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LyuDKW24,
author = {Jiachen Lyu and
Katharina Dost and
Yun Sing Koh and
J{\"{o}}rg Wicker},
title = {Regional bias in monolingual English language models},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6663--6696},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06555-6},
doi = {10.1007/S10994-024-06555-6},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LyuDKW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaJHWBJ24,
author = {Xingjun Ma and
Linxi Jiang and
Hanxun Huang and
Zejia Weng and
James Bailey and
Yu{-}Gang Jiang},
title = {Imbalanced gradients: a subtle cause of overestimated adversarial
robustness},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2301--2326},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06328-7},
doi = {10.1007/S10994-023-06328-7},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MaJHWBJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaiMZNPL24,
author = {Vincent Mai and
Philippe Maisonneuve and
Tianyu Zhang and
Hadi Nekoei and
Liam Paull and
Antoine Lesage{-}Landry},
title = {Correction to: Multi-agent reinforcement learning for fast-timescale
demand response of residential loads},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3355},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06514-1},
doi = {10.1007/S10994-024-06514-1},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MaiMZNPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaiMZNPL24a,
author = {Vincent Mai and
Philippe Maisonneuve and
Tianyu Zhang and
Hadi Nekoei and
Liam Paull and
Antoine Lesage{-}Landry},
title = {Multi-agent reinforcement learning for fast-timescale demand response
of residential loads},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5203--5234},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06460-4},
doi = {10.1007/S10994-023-06460-4},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MaiMZNPL24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MarkwaldD24,
author = {Marco Markwald and
Elena Demidova},
title = {{REFUEL:} rule extraction for imbalanced neural node classification},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6227--6246},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06569-0},
doi = {10.1007/S10994-024-06569-0},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MarkwaldD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MartonLBTS24,
author = {Sascha Marton and
Stefan L{\"{u}}dtke and
Christian Bartelt and
Andrej Tschalzev and
Heiner Stuckenschmidt},
title = {Explaining neural networks without access to training data},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3633--3652},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06428-4},
doi = {10.1007/S10994-023-06428-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MartonLBTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MeiLDSW24,
author = {Hao Mei and
Xiaoliang Lei and
Longchao Da and
Bin Shi and
Hua Wei},
title = {Libsignal: an open library for traffic signal control},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5235--5271},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06412-y},
doi = {10.1007/S10994-023-06412-Y},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MeiLDSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MichelioudakisA24,
author = {Evangelos Michelioudakis and
Alexander Artikis and
Georgios Paliouras},
title = {Online semi-supervised learning of composite event rules by combining
structure and mass-based predicate similarity},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1445--1481},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06447-1},
doi = {10.1007/S10994-023-06447-1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MichelioudakisA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MignoneCC24,
author = {Paolo Mignone and
Roberto Corizzo and
Michelangelo Ceci},
title = {Distributed and explainable {GHSOM} for anomaly detection in sensor
networks},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4445--4486},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06501-y},
doi = {10.1007/S10994-023-06501-Y},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MignoneCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoharilVST24,
author = {Ambarish Moharil and
Joaquin Vanschoren and
Prabhant Singh and
Damian A. Tamburri},
title = {Towards efficient AutoML: a pipeline synthesis approach leveraging
pre-trained transformers for multimodal data},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {7011--7053},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06568-1},
doi = {10.1007/S10994-024-06568-1},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoharilVST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MosheFBS24,
author = {Ofir Moshe and
Gil Fidel and
Ron Bitton and
Asaf Shabtai},
title = {Improving interpretability via regularization of neural activation
sensitivity},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6165--6196},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06549-4},
doi = {10.1007/S10994-024-06549-4},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MosheFBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoussaPDBR24,
author = {Charles Moussa and
Yash J. Patel and
Vedran Dunjko and
Thomas B{\"{a}}ck and
Jan N. van Rijn},
title = {Hyperparameter importance and optimization of quantum neural networks
across small datasets},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1941--1966},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06389-8},
doi = {10.1007/S10994-023-06389-8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoussaPDBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MuRMN24,
author = {Ronghui Mu and
Wenjie Ruan and
Leandro Soriano Marcolino and
Qiang Ni},
title = {3DVerifier: efficient robustness verification for 3D point cloud models},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1771--1798},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06235-3},
doi = {10.1007/S10994-022-06235-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MuRMN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NaglikL24,
author = {Iwo Naglik and
Mateusz Lango},
title = {GMMSampling: a new model-based, data difficulty-driven resampling
method for multi-class imbalanced data},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5183--5202},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06416-8},
doi = {10.1007/S10994-023-06416-8},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NaglikL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NalenzRA24,
author = {Malte Nalenz and
Julian Rodemann and
Thomas Augustin},
title = {Learning de-biased regression trees and forests from complex samples},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3379--3398},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06439-1},
doi = {10.1007/S10994-023-06439-1},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NalenzRA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NaseerPHS24,
author = {Mahum Naseer and
Bharath Srinivas Prabakaran and
Osman Hasan and
Muhammad Shafique},
title = {UnbiasedNets: a dataset diversification framework for robustness bias
alleviation in neural networks},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2499--2526},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06314-z},
doi = {10.1007/S10994-023-06314-Z},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NaseerPHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenNSF24,
author = {Tuan T. Nguyen and
Hoang H. Nguyen and
Mina Sartipi and
Marco Fisichella},
title = {LaMMOn: language model combined graph neural network for multi-target
multi-camera tracking in online scenarios},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6811--6837},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06592-1},
doi = {10.1007/S10994-024-06592-1},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NguyenNSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenS24,
author = {Dai Hai Nguyen and
Tetsuya Sakurai},
title = {Moreau-Yoshida variational transport: a general framework for solving
regularized distributional optimization problems},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6697--6724},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06586-z},
doi = {10.1007/S10994-024-06586-Z},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NguyenS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NiSL24,
author = {Mingze Ni and
Zhensu Sun and
Wei Liu},
title = {Reversible jump attack to textual classifiers with modification reduction},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {5907--5937},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06539-6},
doi = {10.1007/S10994-024-06539-6},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NiSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OtaJK24,
author = {Kei Ota and
Devesh K. Jha and
Asako Kanezaki},
title = {A framework for training larger networks for deep Reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6115--6139},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06547-6},
doi = {10.1007/S10994-024-06547-6},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OtaJK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PaczolayPMHR24,
author = {Gabor Paczolay and
Matteo Papini and
Alberto Maria Metelli and
Istv{\'{a}}n {\'{A}}. Harmati and
Marcello Restelli},
title = {Sample complexity of variance-reduced policy gradient: weaker assumptions
and lower bounds},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6475--6510},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06573-4},
doi = {10.1007/S10994-024-06573-4},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PaczolayPMHR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PapantonisB24,
author = {Ioannis Papantonis and
Vaishak Belle},
title = {Principled diverse counterfactuals in multilinear models},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1421--1443},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06411-z},
doi = {10.1007/S10994-023-06411-Z},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PapantonisB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ParkKZ24,
author = {Young Woong Park and
Jinhak Kim and
Dan Zhu},
title = {Discordance minimization-based imputation algorithms for missing values
in rating data},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {241--279},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06452-4},
doi = {10.1007/S10994-023-06452-4},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ParkKZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PavlopoulosKPMEVL24,
author = {John Pavlopoulos and
Maria Konstantinidou and
Elpida Perdiki and
Isabelle Marthot{-}Santaniello and
Holger Essler and
Georgios Vardakas and
Aristidis Likas},
title = {Explainable dating of greek papyri images},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6765--6786},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06589-w},
doi = {10.1007/S10994-024-06589-W},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PavlopoulosKPMEVL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PavlopoulosRCSLBR24,
author = {John Pavlopoulos and
Alv Romell and
Jacob Curman and
Olof Steinert and
Tony Lindgren and
Markus Borg and
Korbinian Randl},
title = {Automotive fault nowcasting with machine learning and natural language
processing},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {843--861},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06398-7},
doi = {10.1007/S10994-023-06398-7},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PavlopoulosRCSLBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PeiWZQXYC24,
author = {Songwen Pei and
Jiyao Wang and
Bingxue Zhang and
Wei Qin and
Hai Xue and
Xiaochun Ye and
Mingsong Chen},
title = {{DPQ:} dynamic pseudo-mean mixed-precision quantization for pruned
neural network},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4099--4112},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06453-3},
doi = {10.1007/S10994-023-06453-3},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PeiWZQXYC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PerezGLMB24,
author = {Francisco de Arriba P{\'{e}}rez and
Silvia Garc{\'{\i}}a{-}M{\'{e}}ndez and
F{\'{a}}tima Leal and
Benedita Malheiro and
Juan{-}Carlos Burguillo},
title = {Exposing and explaining fake news on-the-fly},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4615--4637},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06527-w},
doi = {10.1007/S10994-024-06527-W},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PerezGLMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PeruzzoSLNBLS24,
author = {Elia Peruzzo and
Enver Sangineto and
Yahui Liu and
Marco De Nadai and
Wei Bi and
Bruno Lepri and
Nicu Sebe},
title = {Spatial entropy as an inductive bias for vision transformers},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6945--6975},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06570-7},
doi = {10.1007/S10994-024-06570-7},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PeruzzoSLNBLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PillutlaLMH24,
author = {Krishna Pillutla and
Yassine Laguel and
J{\'{e}}r{\^{o}}me Malick and
Za{\"{\i}}d Harchaoui},
title = {Federated learning with superquantile aggregation for heterogeneous
data},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2955--3022},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06332-x},
doi = {10.1007/S10994-023-06332-X},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PillutlaLMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PinzonPPV24,
author = {Carlos Pinz{\'{o}}n and
Catuscia Palamidessi and
Pablo Piantanida and
Frank Valencia},
title = {On the incompatibility of accuracy and equal opportunity},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2405--2434},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06331-y},
doi = {10.1007/S10994-023-06331-Y},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PinzonPPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ProiettiRRRC24,
author = {Michela Proietti and
Alessio Ragno and
Biagio La Rosa and
Rino Ragno and
Roberto Capobianco},
title = {Explainable {AI} in drug discovery: self-interpretable graph neural
network for molecular property prediction using concept whitening},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2013--2044},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06369-y},
doi = {10.1007/S10994-023-06369-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ProiettiRRRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PullarStreckerDFW24,
author = {Zac Pullar{-}Strecker and
Katharina Dost and
Eibe Frank and
J{\"{o}}rg Wicker},
title = {Hitting the target: stopping active learning at the cost-based optimum},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1529--1547},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06253-1},
doi = {10.1007/S10994-022-06253-1},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PullarStreckerDFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QaraeiB24,
author = {Mohammadreza Qaraei and
Rohit Babbar},
title = {Meta-classifier free negative sampling for extreme multilabel classification},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {675--697},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06468-w},
doi = {10.1007/S10994-023-06468-W},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/QaraeiB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QinLWZ24,
author = {Tian Qin and
Long{-}Fei Li and
Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
title = {Tracking treatment effect heterogeneity in evolving environments},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3653--3673},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06421-x},
doi = {10.1007/S10994-023-06421-X},
timestamp = {Sat, 18 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/QinLWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QinTX24,
author = {Tianxiang Qin and
Shikui Tu and
Lei Xu},
title = {{IA-NGM:} {A} bidirectional learning method for neural graph matching
with feature fusion},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1743--1769},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06255-z},
doi = {10.1007/S10994-022-06255-Z},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/QinTX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QuadriniCFDBBG24,
author = {Michela Quadrini and
Antonino Capuccio and
Denise Falcone and
Sebastian Daberdaku and
Alessandro Blanda and
Luca Bellanova and
Gianluca Gerard},
title = {Stress detection with encoding physiological signals and convolutional
neural network},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5655--5683},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06509-4},
doi = {10.1007/S10994-023-06509-4},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/QuadriniCFDBBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RamonMEP24,
author = {Yanou Ramon and
David Martens and
Theodoros Evgeniou and
Stiene Praet},
title = {Can metafeatures help improve explanations of prediction models when
using behavioral and textual data?},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4245--4284},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-05981-0},
doi = {10.1007/S10994-021-05981-0},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RamonMEP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RanjbarMH24,
author = {Niloofar Ranjbar and
Saeedeh Momtazi and
MohammadMehdi Homayoonpour},
title = {Explaining recommendation system using counterfactual textual explanations},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1989--2012},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06390-1},
doi = {10.1007/S10994-023-06390-1},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RanjbarMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RaymaekersR24,
author = {Jakob Raymaekers and
Peter J. Rousseeuw},
title = {Transforming variables to central normality},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {4953--4975},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-05960-5},
doi = {10.1007/S10994-021-05960-5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RaymaekersR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RaymaekersRVY24,
author = {Jakob Raymaekers and
Peter J. Rousseeuw and
Tim Verdonck and
Ruicong Yao},
title = {Fast linear model trees by {PILOT}},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6561--6610},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06590-3},
doi = {10.1007/S10994-024-06590-3},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RaymaekersRVY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ReeveKB24,
author = {Henry W. J. Reeve and
Ata Kab{\'{a}}n and
Jakramate Bootkrajang},
title = {Heterogeneous sets in dimensionality reduction and ensemble learning},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1683--1704},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06254-0},
doi = {10.1007/S10994-022-06254-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ReeveKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RenH0LWZH24,
author = {Lingfei Ren and
Ruimin Hu and
Yang Liu and
Dengshi Li and
Junhang Wu and
Yilong Zang and
Wenyi Hu},
title = {Improving fraud detection via imbalanced graph structure learning},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1069--1090},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06464-0},
doi = {10.1007/S10994-023-06464-0},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RenH0LWZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RiedelS24,
author = {Ralf Riedel and
Aviv Segev},
title = {Neural network structure simplification by assessing evolution in
node weight magnitude},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3693--3710},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06438-2},
doi = {10.1007/S10994-023-06438-2},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RiedelS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RuanNSHZGLNWYLB24,
author = {Sherry Ruan and
Allen Nie and
William Steenbergen and
Jiayu He and
J. Q. Zhang and
Meng Guo and
Yao Liu and
Kyle Dang Nguyen and
Catherine Y. Wang and
Rui Ying and
James A. Landay and
Emma Brunskill},
title = {Reinforcement learning tutor better supported lower performers in
a math task},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3023--3048},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06423-9},
doi = {10.1007/S10994-023-06423-9},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RuanNSHZGLNWYLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SantosCSM24,
author = {Pedro P. Santos and
Diogo S. Carvalho and
Alberto Sardinha and
Francisco S. Melo},
title = {The impact of data distribution on Q-learning with function approximation},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6141--6163},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06564-5},
doi = {10.1007/S10994-024-06564-5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SantosCSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SebiaGA24,
author = {Hana Sebia and
Thomas Guyet and
Etienne Audureau},
title = {SWoTTeD: an extension of tensor decomposition to temporal phenotyping},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {5939--5980},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06545-8},
doi = {10.1007/S10994-024-06545-8},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SebiaGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SerraBurrielDCGGM24,
author = {Feliu Serra{-}Burriel and
Pedro Delicado and
Fernando M. Cucchietti and
Eduardo Graells{-}Garrido and
Alex Gil and
Imanol Eguskiza Mart{\'{\i}}nez},
title = {When are they coming? Understanding and forecasting the timeline of
arrivals at the {FC} Barcelona stadium on match days},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2765--2794},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06499-3},
doi = {10.1007/S10994-023-06499-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SerraBurrielDCGGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SerraN24,
author = {Giuseppe Serra and
Mathias Niepert},
title = {{L2XGNN:} learning to explain graph neural networks},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6787--6809},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06576-1},
doi = {10.1007/S10994-024-06576-1},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SerraN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShaoYG24,
author = {Jie{-}Jing Shao and
Xiaowen Yang and
Lan{-}Zhe Guo},
title = {Open-set learning under covariate shift},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1643--1659},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06237-1},
doi = {10.1007/S10994-022-06237-1},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShaoYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShenYHWZWYL24,
author = {Jialiang Shen and
Yu Yao and
Shaoli Huang and
Zhiyong Wang and
Jing Zhang and
Ruxing Wang and
Jun Yu and
Tongliang Liu},
title = {ProtoSimi: label correction for fine-grained visual categorization},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1903--1920},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06313-0},
doi = {10.1007/S10994-023-06313-0},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShenYHWZWYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiW24,
author = {Wenya Shi and
Gang Wu},
title = {New algorithms for trace-ratio problem with application to high-dimension
and large-sample data dimensionality reduction},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {3889--3916},
year = {2024},
url = {https://doi.org/10.1007/s10994-020-05937-w},
doi = {10.1007/S10994-020-05937-W},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShiW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Shibata24,
author = {Chihiro Shibata},
title = {Learning (k,l)-context-sensitive probabilistic grammars with nonparametric
Bayesian approach},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3267--3301},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-06034-2},
doi = {10.1007/S10994-021-06034-2},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Shibata24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShuCQL24,
author = {Wenhao Shu and
Dongtao Cao and
Wenbin Qian and
Shipeng Li},
title = {Neighborhood relation-based incremental label propagation algorithm
for partially labeled hybrid data},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6293--6339},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06560-9},
doi = {10.1007/S10994-024-06560-9},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShuCQL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShuWWHXAF24,
author = {Senlin Shu and
Haobo Wang and
Zhuowei Wang and
Bo Han and
Tao Xiang and
Bo An and
Lei Feng},
title = {Online binary classification from similar and dissimilar data},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3463--3484},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06434-6},
doi = {10.1007/S10994-023-06434-6},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShuWWHXAF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SickingAPWWF24,
author = {Joachim Sicking and
Maram Akila and
Maximilian Pintz and
Tim Wirtz and
Stefan Wrobel and
Asja Fischer},
title = {Wasserstein dropout},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3161--3204},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06230-8},
doi = {10.1007/S10994-022-06230-8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SickingAPWWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SinghLSS24,
author = {Rahul Singh and
Fang Liu and
Yin Sun and
Ness B. Shroff},
title = {Multi-armed bandits with dependent arms},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {45--71},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06457-z},
doi = {10.1007/S10994-023-06457-Z},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SinghLSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SongMUS24,
author = {Heon Song and
Nariaki Mitsuo and
Seiichi Uchida and
Daiki Suehiro},
title = {No regret sample selection with noisy labels},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1163--1188},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06478-8},
doi = {10.1007/S10994-023-06478-8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SongMUS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SulemKCD24,
author = {D{\'{e}}borah Sulem and
Henry Kenlay and
Mihai Cucuringu and
Xiaowen Dong},
title = {Graph similarity learning for change-point detection in dynamic networks},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {1--44},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06405-x},
doi = {10.1007/S10994-023-06405-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SulemKCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SunTXZXJW24,
author = {Haiting Sun and
Peng Tian and
Yun Xiong and
Yao Zhang and
Yali Xiang and
Xing Jia and
Haofen Wang},
title = {DynamiSE: dynamic signed network embedding for link prediction},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4037--4053},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06473-z},
doi = {10.1007/S10994-023-06473-Z},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SunTXZXJW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SurerAM24,
author = {{\"{O}}zge S{\"{u}}rer and
Daniel W. Apley and
Edward C. Malthouse},
title = {Coefficient tree regression: fast, accurate and interpretable predictive
modeling},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4723--4759},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-06091-7},
doi = {10.1007/S10994-021-06091-7},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SurerAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SvenssonTEC24,
author = {Hampus Gummesson Svensson and
Christian Tyrchan and
Ola Engkvist and
Morteza Haghir Chehreghani},
title = {Utilizing reinforcement learning for de novo drug design},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4811--4843},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06519-w},
doi = {10.1007/S10994-024-06519-W},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SvenssonTEC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SzedmakHLR24,
author = {S{\'{a}}ndor Szedm{\'{a}}k and
Riikka Huusari and
Tat Hong Duong Le and
Juho Rousu},
title = {Scalable variable selection for two-view learning tasks with projection
operators},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3525--3544},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06433-7},
doi = {10.1007/S10994-023-06433-7},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SzedmakHLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TanTJZ24,
author = {Peng Tan and
Zhi{-}Hao Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Towards enabling learnware to handle heterogeneous feature spaces},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1839--1860},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06245-1},
doi = {10.1007/S10994-022-06245-1},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanTJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TangLM24,
author = {Kejie Tang and
Weidong Liu and
Xiaojun Mao},
title = {Multi-consensus decentralized primal-dual fixed point algorithm for
distributed learning},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4315--4357},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06537-8},
doi = {10.1007/S10994-024-06537-8},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TangLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TheodoropoulosZRKT24,
author = {Spyros Theodoropoulos and
Patrik Zajec and
Joze M. Rozanec and
Dimosthenis Kyriazis and
Panayiotis Tsanakas},
title = {On-the-fly image-level oversampling for imbalanced datasets of manufacturing
defects},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4013--4035},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06498-4},
doi = {10.1007/S10994-023-06498-4},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TheodoropoulosZRKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VazquezBW24,
author = {Carlos Ortega V{\'{a}}zquez and
Seppe vanden Broucke and
Jochen De Weerdt},
title = {Hellinger distance decision trees for {PU} learning in imbalanced
data sets},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4547--4578},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06323-y},
doi = {10.1007/S10994-023-06323-Y},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/VazquezBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VazquezZ24,
author = {F{\'{e}}lix Iglesias V{\'{a}}zquez and
Tanja Zseby},
title = {Temporal silhouette: validation of stream clustering robust to concept
drift},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {2067--2091},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06462-2},
doi = {10.1007/S10994-023-06462-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/VazquezZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VerdonckBOB24,
author = {Tim Verdonck and
Bart Baesens and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Seppe vanden Broucke},
title = {Special issue on feature engineering editorial},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {3917--3928},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-06042-2},
doi = {10.1007/S10994-021-06042-2},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/VerdonckBOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VerhelstMSB24,
author = {Th{\'{e}}o Verhelst and
Denis Mercier and
Jeevan Shrestha and
Gianluca Bontempi},
title = {Partial counterfactual identification and uplift modeling: theoretical
results and real-world assessment},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1043--1067},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06317-w},
doi = {10.1007/S10994-023-06317-W},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VerhelstMSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VerreetRB24,
author = {Victor Verreet and
Luc De Raedt and
Jessa Bekker},
title = {Modeling {PU} learning using probabilistic logic programming},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1351--1372},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06461-3},
doi = {10.1007/S10994-023-06461-3},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VerreetRB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ViallardGHM24,
author = {Paul Viallard and
Pascal Germain and
Amaury Habrard and
Emilie Morvant},
title = {A general framework for the practical disintegration of PAC-Bayesian
bounds},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {519--604},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06391-0},
doi = {10.1007/S10994-023-06391-0},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ViallardGHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangDK24,
author = {Zhongzhen Wang and
Petros Dellaportas and
Ioannis Kosmidis},
title = {Bayesian tensor factorisations for time series of counts},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3731--3750},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06441-7},
doi = {10.1007/S10994-023-06441-7},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangFPMH24,
author = {Hongyu Wang and
Eibe Frank and
Bernhard Pfahringer and
Michael Mayo and
Geoff Holmes},
title = {Feature extractor stacking for cross-domain few-shot learning},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {121--158},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06483-x},
doi = {10.1007/S10994-023-06483-X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WangFPMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangH24,
author = {Xiaodong Wang and
Fushing Hsieh},
title = {An encoding approach for stable change point detection},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4133--4163},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06510-x},
doi = {10.1007/S10994-023-06510-X},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangJM24,
author = {Mianchu Wang and
Yue Jin and
Giovanni Montana},
title = {Goal-conditioned offline reinforcement learning through state space
partitioning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2435--2465},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06500-z},
doi = {10.1007/S10994-023-06500-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangLC24,
author = {Yunyun Wang and
Yao Liu and
Songcan Chen},
title = {Towards adaptive unknown authentication for universal domain adaptation
by classifier paradox},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1623--1641},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06236-2},
doi = {10.1007/S10994-022-06236-2},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangSMMP24,
author = {Zhendong Wang and
Isak Samsten and
Ioanna Miliou and
Rami Mochaourab and
Panagiotis Papapetrou},
title = {Glacier: guided locally constrained counterfactual explanations for
time series classification},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4639--4669},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06502-x},
doi = {10.1007/S10994-023-06502-X},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangSMMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangYLWXRX24,
author = {Keheng Wang and
Chuantao Yin and
Rumei Li and
Sirui Wang and
Yunsen Xian and
Wenge Rong and
Zhang Xiong},
title = {{TOCOL:} improving contextual representation of pre-trained language
models via token-level contrastive learning},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {3999--4012},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06512-9},
doi = {10.1007/S10994-023-06512-9},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangYLWXRX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangZLCL24,
author = {Xinzhi Wang and
Nengjun Zhu and
Jiahao Li and
Yudong Chang and
Zhennan Li},
title = {Entity recognition based on heterogeneous graph reasoning of visual
region and text candidate},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5351--5378},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06456-0},
doi = {10.1007/S10994-023-06456-0},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangZLCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangZLWGL24,
author = {Ganyu Wang and
Qingsong Zhang and
Xiang Li and
Boyu Wang and
Bin Gu and
Charles X. Ling},
title = {Secure and fast asynchronous Vertical Federated Learning via cascaded
hybrid optimization},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6413--6451},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06541-y},
doi = {10.1007/S10994-024-06541-Y},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangZLWGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangZZ24,
author = {Yue Wang and
Yi Zhou and
Shaofeng Zou},
title = {Finite-time error bounds for Greedy-GQ},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {5981--6018},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06542-x},
doi = {10.1007/S10994-024-06542-X},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiFSWHY24,
author = {Qi Wei and
Lei Feng and
Haoliang Sun and
Ren Wang and
Rundong He and
Yilong Yin},
title = {Learning sample-aware threshold for semi-supervised learning},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5423--5445},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06425-7},
doi = {10.1007/S10994-023-06425-7},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiFSWHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiLSTG24,
author = {Tong Wei and
Qian{-}Yu Liu and
Jiang{-}Xin Shi and
Wei{-}Wei Tu and
Lan{-}Zhe Guo},
title = {Transfer and share: semi-supervised learning from long-tailed data},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1725--1742},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06247-z},
doi = {10.1007/S10994-022-06247-Z},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiLSTG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiLeiFSWHY24,
author = {Qi WeiLei and
Lei Feng and
Haoliang Sun and
Ren Wang and
Rundong He and
Yilong Yin},
title = {Correction: Learning sample-aware threshold for semi-supervised learning},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4951},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06552-9},
doi = {10.1007/S10994-024-06552-9},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiLeiFSWHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiWLL24,
author = {Wei Wei and
Da Wang and
Lin Li and
Jiye Liang},
title = {Re-attentive experience replay in off-policy reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2327--2349},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06505-8},
doi = {10.1007/S10994-023-06505-8},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiWLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeissGY24,
author = {Gail Weiss and
Yoav Goldberg and
Eran Yahav},
title = {Extracting automata from recurrent neural networks using queries and
counterexamples (extended version)},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2877--2919},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06163-2},
doi = {10.1007/S10994-022-06163-2},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeissGY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WolfeK24,
author = {Cameron R. Wolfe and
Anastasios Kyrillidis},
title = {Better schedules for low precision training of deep neural networks},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3569--3587},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06480-0},
doi = {10.1007/S10994-023-06480-0},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WolfeK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WoznicaGTB24,
author = {Katarzyna Woznica and
Mateusz Grzyb and
Zuzanna Trafas and
Przemyslaw Biecek},
title = {Consolidated learning: a domain-specific model-free optimization strategy
with validation on metaMIMIC benchmarks},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4925--4949},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06359-0},
doi = {10.1007/S10994-023-06359-0},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WoznicaGTB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WuC24,
author = {Lisheng Wu and
Ke Chen},
title = {Goal exploration augmentation via pre-trained skills for sparse-reward
long-horizon goal-conditioned reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2527--2557},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06503-w},
doi = {10.1007/S10994-023-06503-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WuC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WuWLYZNL24,
author = {Hanrui Wu and
Yanxin Wu and
Nuosi Li and
Min Yang and
Jia Zhang and
Michael K. Ng and
Jinyi Long},
title = {High-order proximity and relation analysis for cross-network heterogeneous
node classification},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6247--6272},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06566-3},
doi = {10.1007/S10994-024-06566-3},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WuWLYZNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/XiangCRYLQF24,
author = {Suncheng Xiang and
Hao Chen and
Wei Ran and
Zefang Yu and
Ting Liu and
Dahong Qian and
Yuzhuo Fu},
title = {Deep multimodal representation learning for generalizable person re-identification},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1921--1939},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06352-7},
doi = {10.1007/S10994-023-06352-7},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/XiangCRYLQF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/XuWLL24,
author = {Baowen Xu and
Xuelei Wang and
Jingwei Li and
Chengbao Liu},
title = {Hierarchical U-net with re-parameterization technique for spatio-temporal
weather forecasting},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3399--3417},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06445-3},
doi = {10.1007/S10994-023-06445-3},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/XuWLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/XueWHL24,
author = {Yunsheng Xue and
Mi Wen and
Wei He and
Weiwei Li},
title = {{DPG:} a model to build feature subspace against adversarial patch
attack},
journal = {Mach. Learn.},
volume = {113},
number = {8},
pages = {5601--5622},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06417-7},
doi = {10.1007/S10994-023-06417-7},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/XueWHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YanLSL24,
author = {Feng Yan and
Zhe Li and
Wushour Silamu and
Yanbing Li},
title = {Knowledge-aware image understanding with multi-level visual representation
enhancement for visual question answering},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3789--3805},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06426-6},
doi = {10.1007/S10994-023-06426-6},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YanLSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YanNJKT24,
author = {Siwen Yan and
Sriraam Natarajan and
Saket Joshi and
Roni Khardon and
Prasad Tadepalli},
title = {Explainable models via compression of tree ensembles},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1303--1328},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06463-1},
doi = {10.1007/S10994-023-06463-1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YanNJKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangEOLSELC24,
author = {Jenny Yang and
Rasheed El{-}Bouri and
Odhran O'Donoghue and
Alexander S. Lachapelle and
Andrew A. S. Soltan and
David W. Eyre and
Lei Lu and
David A. Clifton},
title = {Deep reinforcement learning for multi-class imbalanced training: applications
in healthcare},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2655--2674},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06481-z},
doi = {10.1007/S10994-023-06481-Z},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangEOLSELC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangQ24,
author = {Deliang Yang and
Hou{-}Duo Qi},
title = {Supervised maximum variance unfolding},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6197--6226},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06553-8},
doi = {10.1007/S10994-024-06553-8},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YaoPLTY24,
author = {Yinghua Yao and
Yuangang Pan and
Jing Li and
Ivor W. Tsang and
Xin Yao},
title = {Sanitized clustering against confounding bias},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3711--3730},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06451-5},
doi = {10.1007/S10994-023-06451-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YaoPLTY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YaoPLTY24a,
author = {Yinghua Yao and
Yuangang Pan and
Jing Li and
Ivor W. Tsang and
Xin Yao},
title = {{PROUD:} PaRetO-gUided diffusion model for multi-objective generation},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6511--6538},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06575-2},
doi = {10.1007/S10994-024-06575-2},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YaoPLTY24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YinRF24,
author = {Xiangyu Yin and
Wenjie Ruan and
Jonathan E. Fieldsend},
title = {{DIMBA:} discretely masked black-box attack in single object tracking},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1705--1723},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06252-2},
doi = {10.1007/S10994-022-06252-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YinRF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YuCLX24,
author = {Haiyang Yu and
Jingye Chen and
Bin Li and
Xiangyang Xue},
title = {Chinese character recognition with radical-structured stroke trees},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3807--3827},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06450-6},
doi = {10.1007/S10994-023-06450-6},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YuCLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YuWZ24,
author = {Xiang{-}Ru Yu and
Deng{-}Bao Wang and
Min{-}Ling Zhang},
title = {Partial label learning with emerging new labels},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1549--1565},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06244-2},
doi = {10.1007/S10994-022-06244-2},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YuWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZecevicDK24,
author = {Matej Zecevic and
Devendra Singh Dhami and
Kristian Kersting},
title = {Structural causal models reveal confounder bias in linear program
modelling},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1329--1349},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06431-9},
doi = {10.1007/S10994-023-06431-9},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZecevicDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhanP24,
author = {Haoxi Zhan and
Xiaobing Pei},
title = {Dealing with the unevenness: deeper insights in graph-based attack
and defense},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2921--2953},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06234-4},
doi = {10.1007/S10994-022-06234-4},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhanP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangA24,
author = {Rui{-}Ray Zhang and
Massih{-}Reza Amini},
title = {Generalization bounds for learning under graph-dependence: a survey},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {3929--3959},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06536-9},
doi = {10.1007/S10994-024-06536-9},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangGSCZH24,
author = {Shudong Zhang and
Haichang Gao and
Chao Shu and
Xiwen Cao and
Yunyi Zhou and
Jianping He},
title = {Black-box Bayesian adversarial attack with transferable priors},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1511--1528},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06251-3},
doi = {10.1007/S10994-022-06251-3},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangGSCZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangHG24,
author = {Chenkang Zhang and
Heng Huang and
Bin Gu},
title = {Tackle balancing constraints in semi-supervised ordinal regression},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {2575--2595},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06518-x},
doi = {10.1007/S10994-024-06518-X},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangHG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangK24,
author = {Guoxi Zhang and
Hisashi Kashima},
title = {Learning state importance for preference-based reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1885--1901},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06295-5},
doi = {10.1007/S10994-022-06295-5},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangLYZCF24,
author = {Yunting Zhang and
Shang Li and
Lin Ye and
Hongli Zhang and
Zhe Chen and
Binxing Fang},
title = {Kalt: generating adversarial explainable chinese legal texts},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6341--6371},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06572-5},
doi = {10.1007/S10994-024-06572-5},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangLYZCF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangYFRZKGHH24,
author = {Fei Zhang and
Yunjie Ye and
Lei Feng and
Zhongwen Rao and
Jieming Zhu and
Marcus Kalander and
Chen Gong and
Jianye Hao and
Bo Han},
title = {Exploiting counter-examples for active learning with partial labels},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3849--3868},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06485-9},
doi = {10.1007/S10994-023-06485-9},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangYFRZKGHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangZCBCJX24,
author = {Mao Zhang and
Tie Zhang and
Yifei Cheng and
Changcun Bao and
Haoyu Cao and
Deqiang Jiang and
Linli Xu},
title = {Communication-efficient clustered federated learning via model distance},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3869--3888},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06443-5},
doi = {10.1007/S10994-023-06443-5},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangZCBCJX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhongXG24,
author = {Yuan Zhong and
Wei Xu and
Xin Gao},
title = {Heterogeneous multi-task feature learning with mixed {\(\mathscr{l}\)}
\({}_{\mbox{2,1}}\) regularization},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {891--932},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06410-0},
doi = {10.1007/S10994-023-06410-0},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhongXG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AhmadLR23,
author = {Adnan Ahmad and
Wei Luo and
Antonio Robles{-}Kelly},
title = {Robust federated learning under statistical heterogeneity via hessian-weighted
aggregation},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {633--654},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06292-8},
doi = {10.1007/S10994-022-06292-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AhmadLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AiLMS23,
author = {Lun Ai and
Johannes Langer and
Stephen H. Muggleton and
Ute Schmid},
title = {Explanatory machine learning for sequential human teaching},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3591--3632},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06351-8},
doi = {10.1007/S10994-023-06351-8},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AiLMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AkagiMKKT23,
author = {Yasunori Akagi and
Naoki Marumo and
Hideaki Kim and
Takeshi Kurashima and
Hiroyuki Toda},
title = {{MAP} inference algorithms without approximation for collective graphical
models on path graphs via discrete difference of convex algorithm},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {99--129},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06275-9},
doi = {10.1007/S10994-022-06275-9},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AkagiMKKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AkerblomHC23,
author = {Niklas {\AA}kerblom and
Fazeleh Sadat Hoseini and
Morteza Haghir Chehreghani},
title = {Online learning of network bottlenecks via minimax paths},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {131--150},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06270-0},
doi = {10.1007/S10994-022-06270-0},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AkerblomHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AliG23,
author = {Awrad Mohammed Ali and
Avelino J. Gonzalez},
title = {Machine learning from casual conversation},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4789--4836},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06383-0},
doi = {10.1007/S10994-023-06383-0},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AliG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AltinisikMSC23,
author = {Enes Altinisik and
Safa Messaoud and
Husrev Taha Sencar and
Sanjay Chawla},
title = {{A3T:} accuracy aware adversarial training},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3191--3210},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06341-w},
doi = {10.1007/S10994-023-06341-W},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AltinisikMSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlvaradoWR23,
author = {Juan Alvarado and
Yuyi Wang and
Jan Ramon},
title = {Limits of multi-relational graphs},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {177--216},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06281-x},
doi = {10.1007/S10994-022-06281-X},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AlvaradoWR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AngiulliFF23,
author = {Fabrizio Angiulli and
Fabio Fassetti and
Luca Ferragina},
title = {{\textdollar}\{\{{\textbackslash}mathrm \{Latent\}\}Out\}{\textdollar}:
an unsupervised deep anomaly detection approach exploiting latent
space distribution},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4323--4349},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06153-4},
doi = {10.1007/S10994-022-06153-4},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AngiulliFF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AskariLS23,
author = {Hossein Askari and
Yasir Latif and
Hongfu Sun},
title = {MapFlow: latent transition via normalizing flow for unsupervised domain
adaptation},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2953--2974},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06357-2},
doi = {10.1007/S10994-023-06357-2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AskariLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AzariE23,
author = {Bahar Azari and
Deniz Erdogmus},
title = {Circular-symmetric correlation layer},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {611--631},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06288-4},
doi = {10.1007/S10994-022-06288-4},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AzariE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AzizmalayeriR23,
author = {Mohammad Azizmalayeri and
Mohammad Hossein Rohban},
title = {Lagrangian objective function leads to improved unforeseen attack
generalization},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {3003--3031},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06348-3},
doi = {10.1007/S10994-023-06348-3},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AzizmalayeriR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BadarNF23,
author = {Maryam Badar and
Wolfgang Nejdl and
Marco Fisichella},
title = {FAC-fed: Federated adaptation for fairness and concept drift aware
stream classification},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2761--2786},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06360-7},
doi = {10.1007/S10994-023-06360-7},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BadarNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BaertLS23,
author = {Mattijs Baert and
Sam Leroux and
Pieter Simoens},
title = {Inverse reinforcement learning through logic constraint inference},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2593--2618},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06311-2},
doi = {10.1007/S10994-023-06311-2},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BaertLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BaiTKJ23,
author = {Yun Bai and
Ganglin Tian and
Yanfei Kang and
Suling Jia},
title = {A hybrid ensemble method with negative correlation learning for regression},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3881--3916},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06364-3},
doi = {10.1007/S10994-023-06364-3},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BaiTKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BattagliaP23,
author = {Elena Battaglia and
Ruggero G. Pensa},
title = {A parameter-less algorithm for tensor co-clustering},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {385--427},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06002-w},
doi = {10.1007/S10994-021-06002-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BattagliaP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Beaulac23,
author = {C{\'{e}}dric Beaulac},
title = {A moment-matching metric for latent variable generative models},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3749--3772},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06340-x},
doi = {10.1007/S10994-023-06340-X},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Beaulac23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BengsH23,
author = {Viktor Bengs and
Eyke H{\"{u}}llermeier},
title = {Multi-armed bandits with censored consumption of resources},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {217--240},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06271-z},
doi = {10.1007/S10994-022-06271-Z},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BengsH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BerkenkampKS23,
author = {Felix Berkenkamp and
Andreas Krause and
Angela P. Schoellig},
title = {Bayesian optimization with safety constraints: safe and automatic
parameter tuning in robotics},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3713--3747},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06019-1},
doi = {10.1007/S10994-021-06019-1},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BerkenkampKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BernardiCM23,
author = {Mario Luca Bernardi and
Marta Cimitile and
Fabrizio Maria Maggi},
title = {Data-aware process discovery for malware detection: an empirical study},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1171--1199},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06154-3},
doi = {10.1007/S10994-022-06154-3},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BernardiCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasP23,
author = {Dimitris Bertsimas and
Colin Pawlowski},
title = {Tensor completion with noisy side information},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3945--3976},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06338-5},
doi = {10.1007/S10994-023-06338-5},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BertsimasP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BighashdelJD23,
author = {Ariyan Bighashdel and
Pavol Jancura and
Gijs Dubbelman},
title = {Correction to: Model-free inverse reinforcement learning with multi-intention,
unlabeled, and overlapping demonstrations},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {429--430},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06298-2},
doi = {10.1007/S10994-022-06298-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BighashdelJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BighashdelJD23a,
author = {Ariyan Bighashdel and
Pavol Jancura and
Gijs Dubbelman},
title = {Model-free inverse reinforcement learning with multi-intention, unlabeled,
and overlapping demonstrations},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2263--2296},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06273-x},
doi = {10.1007/S10994-022-06273-X},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BighashdelJD23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BjorklundMP23,
author = {Anton Bj{\"{o}}rklund and
Jarmo M{\"{a}}kel{\"{a}} and
Kai Puolam{\"{a}}ki},
title = {{SLISEMAP:} supervised dimensionality reduction through local explanations},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {1--43},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06261-1},
doi = {10.1007/S10994-022-06261-1},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BjorklundMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BlancoJP23,
author = {V{\'{\i}}ctor Blanco and
Alberto Jap{\'{o}}n and
Justo Puerto},
title = {Multiclass optimal classification trees with SVM-splits},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4905--4928},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06366-1},
doi = {10.1007/S10994-023-06366-1},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BlancoJP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BonaPellissierBM23,
author = {Joachim Bona{-}Pellissier and
Fran{\c{c}}ois Bachoc and
Fran{\c{c}}ois Malgouyres},
title = {Parameter identifiability of a deep feedforward ReLU neural network},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4431--4493},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06355-4},
doi = {10.1007/S10994-023-06355-4},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BonaPellissierBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BossensB23,
author = {David M. Bossens and
Nicholas Bishop},
title = {Explicit Explore, Exploit, or Escape (E\({}^{\mbox{4}}\)): near-optimal
safety-constrained reinforcement learning in polynomial time},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {817--858},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06201-z},
doi = {10.1007/S10994-022-06201-Z},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BossensB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrenceTAMD23,
author = {Jure Brence and
Jovan Tanevski and
Jennifer Adams and
Edward Malina and
Saso Dzeroski},
title = {Surrogate models of radiative transfer codes for atmospheric trace
gas retrievals from satellite observations},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1337--1363},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06155-2},
doi = {10.1007/S10994-022-06155-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BrenceTAMD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Brenning23,
author = {Alexander Brenning},
title = {Interpreting machine-learning models in transformed feature space
with an application to remote-sensing classification},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3455--3471},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06327-8},
doi = {10.1007/S10994-023-06327-8},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Brenning23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BuzhinskyNT23,
author = {Igor Buzhinsky and
Arseny Nerinovsky and
Stavros Tripakis},
title = {Metrics and methods for robustness evaluation of neural networks with
generative models},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3977--4012},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-05994-9},
doi = {10.1007/S10994-021-05994-9},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BuzhinskyNT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CasadoLIRB23,
author = {Fernando E. Casado and
Dylan Lema and
Roberto Iglesias and
Carlos V{\'{a}}zquez Regueiro and
Sen{\'{e}}n Barro},
title = {Ensemble and continual federated learning for classification tasks},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3413--3453},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06330-z},
doi = {10.1007/S10994-023-06330-Z},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CasadoLIRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CazauDDMF23,
author = {Dorian Cazau and
Paul Nguyen Hong Duc and
J.{-}N. Druon and
S. Matwins and
Ronan Fablet},
title = {Multimodal deep learning for cetacean distribution modeling of fin
whales (Balaenoptera physalus) in the western Mediterranean Sea},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2003--2024},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06029-z},
doi = {10.1007/S10994-021-06029-Z},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CazauDDMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CelikSV23,
author = {Bilge Celik and
Prabhant Singh and
Joaquin Vanschoren},
title = {Online AutoML: an adaptive AutoML framework for online learning},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1897--1921},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06262-0},
doi = {10.1007/S10994-022-06262-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CelikSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraGBT23,
author = {V{\'{\i}}tor Cerqueira and
Heitor Murilo Gomes and
Albert Bifet and
Lu{\'{\i}}s Torgo},
title = {{STUDD:} a student-teacher method for unsupervised concept drift detection},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4351--4378},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06188-7},
doi = {10.1007/S10994-022-06188-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraGBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTBB23,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Paula Branco and
Colin Bellinger},
title = {Automated imbalanced classification via layered learning},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2083--2104},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06282-w},
doi = {10.1007/S10994-022-06282-W},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTS23,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {Early anomaly detection in time series: a hierarchical approach for
predicting critical health episodes},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4409--4430},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06300-x},
doi = {10.1007/S10994-022-06300-X},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChairatanakulLHM23,
author = {Nuttapong Chairatanakul and
Xin Liu and
Nguyen Thai Hoang and
Tsuyoshi Murata},
title = {Heterogeneous graph embedding with single-level aggregation and infomax
encoding},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4227--4256},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06160-5},
doi = {10.1007/S10994-022-06160-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChairatanakulLHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChangXYLGY23,
author = {Hao Chang and
Guochen Xie and
Jun Yu and
Qiang Ling and
Fang Gao and
Ye Yu},
title = {A viable framework for semi-supervised learning on realistic dataset},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1847--1869},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06208-6},
doi = {10.1007/S10994-022-06208-6},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChangXYLGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Chehreghani23,
author = {Morteza Haghir Chehreghani},
title = {Shift of pairwise similarities for data clustering},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2025--2051},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06189-6},
doi = {10.1007/S10994-022-06189-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Chehreghani23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenGLYNS23,
author = {Shuo Chen and
Chen Gong and
Xiang Li and
Jian Yang and
Gang Niu and
Masashi Sugiyama},
title = {Boundary-restricted metric learning},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4723--4762},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06380-3},
doi = {10.1007/S10994-023-06380-3},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenGLYNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenKZ23,
author = {Ziyi Chen and
Bhavya Kailkhura and
Yi Zhou},
title = {An accelerated proximal algorithm for regularized nonconvex and nonsmooth
bi-level optimization},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1433--1463},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06329-6},
doi = {10.1007/S10994-023-06329-6},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CunningtonLLR23,
author = {Daniel Cunnington and
Mark Law and
Jorge Lobo and
Alessandra Russo},
title = {{FFNSL:} Feed-Forward Neural-Symbolic Learner},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {515--569},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06278-6},
doi = {10.1007/S10994-022-06278-6},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CunningtonLLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CvetkovIlievAV23,
author = {Alexis Cvetkov{-}Iliev and
Alexandre Allauzen and
Ga{\"{e}}l Varoquaux},
title = {Relational data embeddings for feature enrichment with background
information},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {687--720},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06277-7},
doi = {10.1007/S10994-022-06277-7},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CvetkovIlievAV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DamaS23,
author = {Fatoumata Dama and
Christine Sinoquet},
title = {Partially Hidden Markov Chain Multivariate Linear Autoregressive model:
inference and forecasting - application to machine health prognostics},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {45--97},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06209-5},
doi = {10.1007/S10994-022-06209-5},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DamaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DanieleKSH23,
author = {Alessandro Daniele and
Emile van Krieken and
Luciano Serafini and
Frank van Harmelen},
title = {Refining neural network predictions using background knowledge},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3293--3331},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06310-3},
doi = {10.1007/S10994-023-06310-3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DanieleKSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DaudtSBG23,
author = {Rodrigo Caye Daudt and
Bertrand Le Saux and
Alexandre Boulch and
Yann Gousseau},
title = {Weakly supervised change detection using guided anisotropic diffusion},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2211--2237},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06008-4},
doi = {10.1007/S10994-021-06008-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DaudtSBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DengM23,
author = {Yian Deng and
Tingting Mu},
title = {Faster Riemannian Newton-type optimization by subsampling and cubic
regularization},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3527--3589},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06321-0},
doi = {10.1007/S10994-023-06321-0},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DengM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FavierCPM23,
author = {Marco Favier and
Toon Calders and
Sam Pinxteren and
Jonathan Meyer},
title = {How to be fair? {A} study of label and selection bias},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5081--5104},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06401-1},
doi = {10.1007/S10994-023-06401-1},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FavierCPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FernandesFGTS23,
author = {Sofia Fernandes and
Hadi Fanaee{-}T and
Jo{\~{a}}o Gama and
Leo Tisljaric and
Tomislav Smuc},
title = {{WINTENDED:} WINdowed TENsor decomposition for Densification Event
Detection in time-evolving networks},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {459--481},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-05979-8},
doi = {10.1007/S10994-021-05979-8},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FernandesFGTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FerryAGHS23,
author = {Julien Ferry and
Ulrich A{\"{\i}}vodji and
S{\'{e}}bastien Gambs and
Marie{-}Jos{\'{e}} Huguet and
Mohamed Siala},
title = {Improving fairness generalization through a sample-robust optimization
method},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2131--2192},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06191-y},
doi = {10.1007/S10994-022-06191-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FerryAGHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FilhoSPSKF23,
author = {Telmo de Menezes e Silva Filho and
Hao Song and
Miquel Perell{\'{o}}{-}Nieto and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Meelis Kull and
Peter A. Flach},
title = {Classifier calibration: a survey on how to assess and improve predicted
class probabilities},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3211--3260},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06336-7},
doi = {10.1007/S10994-023-06336-7},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FilhoSPSKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FremontKDGYSS23,
author = {Daniel J. Fremont and
Edward Kim and
Tommaso Dreossi and
Shromona Ghosh and
Xiangyu Yue and
Alberto L. Sangiovanni{-}Vincentelli and
Sanjit A. Seshia},
title = {Scenic: a language for scenario specification and data generation},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3805--3849},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06120-5},
doi = {10.1007/S10994-021-06120-5},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FremontKDGYSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FumagalliMHH23,
author = {Fabian Fumagalli and
Maximilian Muschalik and
Eyke H{\"{u}}llermeier and
Barbara Hammer},
title = {Incremental permutation feature importance (iPFI): towards online
explanations on data streams},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4863--4903},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06385-y},
doi = {10.1007/S10994-023-06385-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FumagalliMHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GarciaPiquerasH23,
author = {Manuel Garcia{-}Piqueras and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
title = {Heuristic search of optimal machine teaching curricula},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {4049--4080},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06347-4},
doi = {10.1007/S10994-023-06347-4},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GarciaPiquerasH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GiunchigliaSKCL23,
author = {Eleonora Giunchiglia and
Mihaela Catalina Stoian and
Salman Khan and
Fabio Cuzzolin and
Thomas Lukasiewicz},
title = {{ROAD-R:} the autonomous driving dataset with logical requirements},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3261--3291},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06322-z},
doi = {10.1007/S10994-023-06322-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GiunchigliaSKCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GkalinikisNV23,
author = {Nikolaos Virtsionis Gkalinikis and
Christoforos Nalmpantis and
Dimitris Vrakas},
title = {{SAED:} self-attentive energy disaggregation},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4081--4100},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06106-3},
doi = {10.1007/S10994-021-06106-3},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GkalinikisNV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GloaguenCFT23,
author = {Pierre Gloaguen and
Laetitia Chapel and
Chlo{\'{e}} Friguet and
Romain Tavenard},
title = {Scalable clustering of segmented trajectories within a continuous
time framework: application to maritime traffic data},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1975--2001},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06004-8},
doi = {10.1007/S10994-021-06004-8},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GloaguenCFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GodahewaWSB23,
author = {Rakshitha Godahewa and
Geoffrey I. Webb and
Daniel F. Schmidt and
Christoph Bergmeir},
title = {SETAR-Tree: a novel and accurate tree algorithm for global time series
forecasting},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2555--2591},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06316-x},
doi = {10.1007/S10994-023-06316-X},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GodahewaWSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GrariLD23,
author = {Vincent Grari and
Sylvain Lamprier and
Marcin Detyniecki},
title = {Adversarial learning for counterfactual fairness},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {741--763},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06206-8},
doi = {10.1007/S10994-022-06206-8},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GrariLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GuMBLNY23,
author = {Keren Gu and
Xander Masotto and
Vandana Bachani and
Balaji Lakshminarayanan and
Jack Nikodem and
Dong Yin},
title = {An instance-dependent simulation framework for learning with label
noise},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1871--1896},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06207-7},
doi = {10.1007/S10994-022-06207-7},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GuMBLNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GuZHH23,
author = {Bin Gu and
Chenkang Zhang and
Zhouyuan Huo and
Heng Huang},
title = {A new large-scale learning algorithm for generalized additive models},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3077--3104},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06339-4},
doi = {10.1007/S10994-023-06339-4},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GuZHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HihnB23,
author = {Heinke Hihn and
Daniel A. Braun},
title = {Hierarchically structured task-agnostic continual learning},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {655--686},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06283-9},
doi = {10.1007/S10994-022-06283-9},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HihnB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HocquetteC23,
author = {C{\'{e}}line Hocquette and
Andrew Cropper},
title = {Learning programs with magic values},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1551--1595},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06274-w},
doi = {10.1007/S10994-022-06274-W},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HocquetteC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuismanMPR23,
author = {Mike Huisman and
Thomas M. Moerland and
Aske Plaat and
Jan N. van Rijn},
title = {Are LSTMs good few-shot learners?},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4635--4662},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06394-x},
doi = {10.1007/S10994-023-06394-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuismanMPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JaimovitchLopezFHMR23,
author = {Gonzalo Jaimovitch{-}L{\'{o}}pez and
C{\`{e}}sar Ferri and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Fernando Mart{\'{\i}}nez{-}Plumed and
Mar{\'{\i}}a Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana},
title = {Can language models automate data wrangling?},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2053--2082},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06259-9},
doi = {10.1007/S10994-022-06259-9},
timestamp = {Wed, 31 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JaimovitchLopezFHMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JeubCDBC23,
author = {Lucas G. S. Jeub and
Giovanni Colavizza and
Xiaowen Dong and
Marya Bazzi and
Mihai Cucuringu},
title = {Local2Global: a distributed approach for scaling representation learning
on graphs},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1663--1692},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06285-7},
doi = {10.1007/S10994-022-06285-7},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JeubCDBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JingFT23,
author = {Naimin Jing and
Ethan X. Fang and
Cheng Yong Tang},
title = {Robust matrix estimations meet Frank-Wolfe algorithm},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2723--2760},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06325-w},
doi = {10.1007/S10994-023-06325-W},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JingFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KagrechaNJ23,
author = {Anmol Kagrecha and
Jayakrishnan Nair and
Krishna Jagannathan},
title = {Constrained regret minimization for multi-criterion multi-armed bandits},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {431--458},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06291-9},
doi = {10.1007/S10994-022-06291-9},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KagrechaNJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KaragiannakiGLPT23,
author = {Ioulia Karagiannaki and
Krystallia Gourlia and
Vincenzo Lagani and
Yannis Pantazis and
Ioannis Tsamardinos},
title = {Learning biologically-interpretable latent representations for gene
expression data},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4257--4287},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06158-z},
doi = {10.1007/S10994-022-06158-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KaragiannakiGLPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KatzJSK23,
author = {Sydney M. Katz and
Kyle D. Julian and
Christopher A. Strong and
Mykel J. Kochenderfer},
title = {Generating probabilistic safety guarantees for neural network controllers},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2903--2931},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06065-9},
doi = {10.1007/S10994-021-06065-9},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KatzJSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KlopotekK23,
author = {Mieczyslaw Alojzy Klopotek and
Robert Albert Klopotek},
title = {On the Discrepancy between Kleinberg's Clustering Axioms and k-Means
Clustering Algorithm Behavior},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2501--2553},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06308-x},
doi = {10.1007/S10994-023-06308-X},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KlopotekK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KoryckiK23,
author = {Lukasz Korycki and
Bartosz Krawczyk},
title = {Adversarial concept drift detection under poisoning attacks for robust
data stream mining},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {4013--4048},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06177-w},
doi = {10.1007/S10994-022-06177-W},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KoryckiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KumarKR23,
author = {Harshat Kumar and
Alec Koppel and
Alejandro Ribeiro},
title = {On the sample complexity of actor-critic method for reinforcement
learning with function approximation},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2433--2467},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06303-2},
doi = {10.1007/S10994-023-06303-2},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KumarKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KungurtsevCJJ23,
author = {Vyacheslav Kungurtsev and
Adam D. Cobb and
Tara Javidi and
Brian Jalaian},
title = {Decentralized Bayesian learning with Metropolis-adjusted Hamiltonian
Monte Carlo},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2791--2819},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06345-6},
doi = {10.1007/S10994-023-06345-6},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KungurtsevCJJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LahotiGW23,
author = {Preethi Lahoti and
P. Krishna Gummadi and
Gerhard Weikum},
title = {Responsible model deployment via model-agnostic uncertainty learning},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {939--970},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06248-y},
doi = {10.1007/S10994-022-06248-Y},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LahotiGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LampridisSGR23,
author = {Orestis Lampridis and
Laura State and
Riccardo Guidotti and
Salvatore Ruggieri},
title = {Explaining short text classification with diverse synthetic exemplars
and counter-exemplars},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4289--4322},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06150-7},
doi = {10.1007/S10994-022-06150-7},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LampridisSGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LejeuneMST23,
author = {Cl{\'{e}}ment Lejeune and
Josiane Mothe and
Adil Soubki and
Olivier Teste},
title = {Data driven discovery of systems of ordinary differential equations
using nonconvex multitask learning},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1523--1549},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06315-y},
doi = {10.1007/S10994-023-06315-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LejeuneMST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiS23,
author = {Jingzheng Li and
Hailong Sun},
title = {NaCL: noise-robust cross-domain contrastive learning for unsupervised
domain adaptation},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3473--3496},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06343-8},
doi = {10.1007/S10994-023-06343-8},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiSL23,
author = {Jingzheng Li and
Hailong Sun and
Jiyi Li},
title = {Beyond confusion matrix: learning from multiple annotators with awareness
of instance features},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {1053--1075},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06211-x},
doi = {10.1007/S10994-022-06211-X},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiXHJD23,
author = {Xuhong Li and
Haoyi Xiong and
Siyu Huang and
Shilei Ji and
Dejing Dou},
title = {Cross-model consensus of explanations and beyond for image classification
models: an empirical study},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1627--1662},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06312-1},
doi = {10.1007/S10994-023-06312-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiXHJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiXLZCWD23,
author = {Xuhong Li and
Haoyi Xiong and
Yi Liu and
Dingfu Zhou and
Zeyu Chen and
Yaqing Wang and
Dejing Dou},
title = {Distilling ensemble of explanations for weakly-supervised pre-training
of image segmentation models},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2193--2209},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06182-z},
doi = {10.1007/S10994-022-06182-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiXLZCWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiYWJY23,
author = {Zhuorong Li and
Daiwei Yu and
Minghui Wu and
Canghong Jin and
Hongchuan Yu},
title = {Adversarial supervised contrastive learning},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2105--2130},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06269-7},
doi = {10.1007/S10994-022-06269-7},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiYWJY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LoogKB23,
author = {Marco Loog and
Jesse H. Krijthe and
Manuele Bicego},
title = {Also for k-means: more data does not imply better performance},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {3033--3050},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06361-6},
doi = {10.1007/S10994-023-06361-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LoogKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LuLLJ23,
author = {Yunan Lu and
Weiwei Li and
Huaxiong Li and
Xiuyi Jia},
title = {Ranking-preserved generative label enhancement},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4693--4721},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06388-9},
doi = {10.1007/S10994-023-06388-9},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LuLLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LucaPLB23,
author = {Massimiliano Luca and
Luca Pappalardo and
Bruno Lepri and
Gianni Barlacchi},
title = {Trajectory test-train overlap in next-location prediction datasets},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4597--4634},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06386-x},
doi = {10.1007/S10994-023-06386-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LucaPLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LucasPSWP23,
author = {Benjamin Lucas and
Charlotte Pelletier and
Daniel F. Schmidt and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation
technique for land cover mapping},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1941--1973},
year = {2023},
url = {https://doi.org/10.1007/s10994-020-05942-z},
doi = {10.1007/S10994-020-05942-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LucasPSWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LuoL23,
author = {Tianyi Luo and
Yang Liu},
title = {Machine truth serum: a surprisingly popular approach to improving
ensemble methods},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {789--815},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06183-y},
doi = {10.1007/S10994-022-06183-Y},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LuoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LuoLFWKC23,
author = {Ling Luo and
Bin Li and
Xuhui Fan and
Yang Wang and
Irena Koprinska and
Fang Chen},
title = {Dynamic customer segmentation via hierarchical fragmentation-coagulation
processes},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {281--310},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06276-8},
doi = {10.1007/S10994-022-06276-8},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LuoLFWKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaA23,
author = {Chunchao Ma and
Mauricio A. {\'{A}}lvarez},
title = {Large scale multi-output multi-class classification using Gaussian
processes},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1077--1106},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06289-3},
doi = {10.1007/S10994-022-06289-3},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaL23,
author = {Xiao Ma and
Wu{-}Jun Li},
title = {State-based episodic memory for multi-agent reinforcement learning},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5163--5190},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06365-2},
doi = {10.1007/S10994-023-06365-2},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MakridisMK23,
author = {Georgios Makridis and
Philip Mavrepis and
Dimosthenis Kyriazis},
title = {A deep learning approach using natural language processing and time-series
forecasting towards enhanced food safety},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1287--1313},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06151-6},
doi = {10.1007/S10994-022-06151-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MakridisMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MavroudopoulosG23,
author = {Ioannis Mavroudopoulos and
Anastasios Gounaris},
title = {A comparison of proximity-based methods for detecting temporal anomalies
in business processes},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4101--4128},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06152-5},
doi = {10.1007/S10994-022-06152-5},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MavroudopoulosG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MenciaKBF23,
author = {Eneldo Loza Menc{\'{\i}}a and
Moritz Kulessa and
Simon Bohlender and
Johannes F{\"{u}}rnkranz},
title = {Tree-based dynamic classifier chains},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4129--4165},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06162-3},
doi = {10.1007/S10994-022-06162-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MenciaKBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MeznarDT23,
author = {Sebastian Meznar and
Saso Dzeroski and
Ljupco Todorovski},
title = {Efficient generator of mathematical expressions for symbolic regression},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4563--4596},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06400-2},
doi = {10.1007/S10994-023-06400-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MeznarDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/MeznarDT23a,
author = {Sebastian Meznar and
Saso Dzeroski and
Ljupco Todorovski},
title = {Correction to: efficient generator of mathematical expressions for
symbolic regression},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5191},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06407-9},
doi = {10.1007/S10994-023-06407-9},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MeznarDT23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MiSB23,
author = {Liang Mi and
Azadeh Sheikholeslami and
Jos{\'{e}} Bento},
title = {A family of pairwise multi-marginal optimal transports that define
a generalized metric},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {353--384},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06280-y},
doi = {10.1007/S10994-022-06280-Y},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MiSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoctardGCAL23,
author = {Babatounde Moctard Oloulade and
Jianliang Gao and
Jiamin Chen and
Raeed Al{-}Sabri and
Tengfei Lyu},
title = {Neural predictor-based automated graph classifier framework},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1315--1335},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06287-5},
doi = {10.1007/S10994-022-06287-5},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoctardGCAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MohrW23,
author = {Felix Mohr and
Marcel Wever},
title = {Naive automated machine learning},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1131--1170},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06200-0},
doi = {10.1007/S10994-022-06200-0},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MohrW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoradanDMA23,
author = {Atefeh Moradan and
Andrew Draganov and
Davide Mottin and
Ira Assent},
title = {UCoDe: unified community detection with graph convolutional networks},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5057--5080},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06402-0},
doi = {10.1007/S10994-023-06402-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoradanDMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MorelC23,
author = {Rolf Morel and
Andrew Cropper},
title = {Learning logic programs by explaining their failures},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3917--3943},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06358-1},
doi = {10.1007/S10994-023-06358-1},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MorelC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MuradAKP23,
author = {Taslim Murad and
Sarwan Ali and
Imdadullah Khan and
Murray Patterson},
title = {Spike2CGR: an efficient method for spike sequence classification using
chaos game representation},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3633--3658},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06371-4},
doi = {10.1007/S10994-023-06371-4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MuradAKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NajarTBABW23,
author = {Mahmoud Al Najar and
Gregoire Thoumyre and
Erwin W. J. Bergsma and
Rafael Almar and
Rachid Benshila and
Dennis G. Wilson},
title = {Satellite derived bathymetry using deep learning},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1107--1130},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-05977-w},
doi = {10.1007/S10994-021-05977-W},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NajarTBABW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/NakajimaS23,
author = {Shota Nakajima and
Masashi Sugiyama},
title = {Positive-unlabeled classification under class-prior shift: a prior-invariant
approach based on density ratio estimation},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {889--919},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06190-z},
doi = {10.1007/S10994-022-06190-Z},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NakajimaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NdiayeT23,
author = {Eug{\`{e}}ne Ndiaye and
Ichiro Takeuchi},
title = {Root-finding approaches for computing conformal prediction set},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {151--176},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06233-5},
doi = {10.1007/S10994-022-06233-5},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NdiayeT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenRZXURLF23,
author = {Cuong Manh Nguyen and
Arun Raja and
Le Zhang and
Xun Xu and
Balagopal Unnikrishnan and
Mohamed Ragab and
Kangkang Lu and
Chuan{-}Sheng Foo},
title = {Diverse and consistent multi-view networks for semi-supervised regression},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2359--2395},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06305-0},
doi = {10.1007/S10994-023-06305-0},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NguyenRZXURLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenS23,
author = {Dai Hai Nguyen and
Tetsuya Sakurai},
title = {Mirror variational transport: a particle-based algorithm for distributional
optimization on constrained domains},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2845--2869},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06350-9},
doi = {10.1007/S10994-023-06350-9},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NguyenS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NodetLBC23,
author = {Pierre Nodet and
Vincent Lemaire and
Alexis Bondu and
Antoine Cornu{\'{e}}jols},
title = {Biquality learning: a framework to design algorithms dealing with
closed-set distribution shifts},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4663--4692},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06372-3},
doi = {10.1007/S10994-023-06372-3},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NodetLBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NortonR23,
author = {Matthew D. Norton and
Johannes O. Royset},
title = {Diametrical Risk Minimization: theory and computations},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2933--2951},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06036-0},
doi = {10.1007/S10994-021-06036-0},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NortonR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ObrenovicLIG23,
author = {Mihailo Obrenovic and
Thomas Andrew Lampert and
Milos R. Ivanovic and
Pierre Gan{\c{c}}arski},
title = {Learning domain invariant representations of heterogeneous image data},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3659--3684},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06374-1},
doi = {10.1007/S10994-023-06374-1},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ObrenovicLIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OliveiraSMNS23,
author = {Hugo N. Oliveira and
Caio C. V. da Silva and
Gabriel L. S. Machado and
Keiller Nogueira and
Jefersson A. dos Santos},
title = {Fully convolutional open set segmentation},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1733--1784},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06027-1},
doi = {10.1007/S10994-021-06027-1},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OliveiraSMNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OrhoborGSK23,
author = {Oghenejokpeme I. Orhobor and
Nastasiya F. Grinberg and
Larisa N. Soldatova and
Ross D. King},
title = {Imbalanced regression using regressor-classifier ensembles},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1365--1387},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06199-4},
doi = {10.1007/S10994-022-06199-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OrhoborGSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PesceM23,
author = {Emanuele Pesce and
Giovanni Montana},
title = {Learning multi-agent coordination through connectivity-driven communication},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {483--514},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06286-6},
doi = {10.1007/S10994-022-06286-6},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PesceM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetkovicDK23,
author = {Matej Petkovic and
Saso Dzeroski and
Dragi Kocev},
title = {Feature ranking for semi-supervised learning},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4379--4408},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06181-0},
doi = {10.1007/S10994-022-06181-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetkovicDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PolicarSZ23,
author = {Pavlin G. Policar and
Martin Strazar and
Blaz Zupan},
title = {Embedding to reference t-SNE space addresses batch effects in single-cell
classification},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {721--740},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06043-1},
doi = {10.1007/S10994-021-06043-1},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PolicarSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PosadaMorenoKGT23,
author = {Andres Felipe Posada{-}Moreno and
Lukas Kreisk{\"{o}}ther and
Tassilo Glander and
Sebastian Trimpe},
title = {Scale-preserving automatic concept extraction {(SPACE)}},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4495--4525},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06373-2},
doi = {10.1007/S10994-023-06373-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PosadaMorenoKGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QuocFB23,
author = {Phuong Huynh Van Quoc and
Johannes F{\"{u}}rnkranz and
Florian Beck},
title = {Efficient learning of large sets of locally optimal classification
rules},
journal = {Mach. Learn.},
volume = {112},
number = {2},
pages = {571--610},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06290-w},
doi = {10.1007/S10994-022-06290-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/QuocFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RajpalZL23,
author = {Mohit Rajpal and
Yehong Zhang and
Bryan Kian Hsiang Low},
title = {Pruning during training by network efficacy modeling},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2653--2684},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06304-1},
doi = {10.1007/S10994-023-06304-1},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RajpalZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RastogiM23,
author = {Abhishake Rastogi and
Peter Math{\'{e}}},
title = {Inverse learning in Hilbert scales},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2469--2499},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06284-8},
doi = {10.1007/S10994-022-06284-8},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RastogiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaglamK23,
author = {Baturay Saglam and
Suleyman S. Kozat},
title = {Deep intrinsically motivated exploration in continuous control},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4959--4993},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06363-4},
doi = {10.1007/S10994-023-06363-4},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SaglamK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaitoH23,
author = {Shota Saito and
Mark Herbster},
title = {Generalizing p-Laplacian: spectral hypergraph theory and a partitioning
algorithm},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {241--280},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06264-y},
doi = {10.1007/S10994-022-06264-Y},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SaitoH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SatoI23,
author = {Taisuke Sato and
Katsumi Inoue},
title = {Differentiable learning of matricized DNFs and its application to
Boolean networks},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2821--2843},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06346-5},
doi = {10.1007/S10994-023-06346-5},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SatoI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SayedET23,
author = {Hadeer M. Sayed and
Hesham E. ElDeeb and
Shereen A. Taie},
title = {Bimodal variational autoencoder for audiovisual speech recognition},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1201--1226},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06112-5},
doi = {10.1007/S10994-021-06112-5},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SayedET23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchaferL23,
author = {Patrick Sch{\"{a}}fer and
Ulf Leser},
title = {{WEASEL} 2.0: a random dilated dictionary transform for fast, accurate
and memory constrained time series classification},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4763--4788},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06395-w},
doi = {10.1007/S10994-023-06395-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchaferL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchneiderV23,
author = {Johannes Schneider and
Michalis Vlachos},
title = {Explaining classifiers by constructing familiar concepts},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4167--4200},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06157-0},
doi = {10.1007/S10994-022-06157-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchneiderV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchnorrS23,
author = {David Schn{\"{o}}rr and
Christoph Schn{\"{o}}rr},
title = {Learning system parameters from turing patterns},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3151--3190},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06334-9},
doi = {10.1007/S10994-023-06334-9},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchnorrS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchurchABZ23,
author = {Manuel Sch{\"{u}}rch and
Dario Azzimonti and
Alessio Benavoli and
Marco Zaffalon},
title = {Correlated product of experts for sparse Gaussian process regression},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1411--1432},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06297-3},
doi = {10.1007/S10994-022-06297-3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchurchABZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SenanayakeFKLMO23,
author = {Ransalu Senanayake and
Daniel J. Fremont and
Mykel J. Kochenderfer and
Alessio R. Lomuscio and
Dragos D. Margineantu and
Cheng Soon Ong},
title = {Guest Editorial: Special issue on robust machine learning},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2787--2789},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06113-4},
doi = {10.1007/S10994-021-06113-4},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SenanayakeFKLMO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShaerR23,
author = {Shalev Shaer and
Yaniv Romano},
title = {Learning to increase the power of conditional randomization tests},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2317--2357},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06302-3},
doi = {10.1007/S10994-023-06302-3},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShaerR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiLH23,
author = {Ye Shi and
Shao{-}Yuan Li and
Sheng{-}Jun Huang},
title = {Learning from crowds with sparse and imbalanced annotations},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1823--1845},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06185-w},
doi = {10.1007/S10994-022-06185-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShiLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShindoPDK23,
author = {Hikaru Shindo and
Viktor Pfanschilling and
Devendra Singh Dhami and
Kristian Kersting},
title = {{\(\alpha\)}ILP: thinking visual scenes as differentiable logic programs},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1465--1497},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06320-1},
doi = {10.1007/S10994-023-06320-1},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShindoPDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SiciliaZH23,
author = {Anthony Sicilia and
Xingchen Zhao and
Seong Jae Hwang},
title = {Domain adversarial neural networks for domain generalization: when
it works and how to improve},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2685--2721},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06324-x},
doi = {10.1007/S10994-023-06324-X},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SiciliaZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SmithGBA23,
author = {Michael Thomas Smith and
Kathrin Grosse and
Michael Backes and
Mauricio A. {\'{A}}lvarez},
title = {Adversarial vulnerability bounds for Gaussian process classification},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {971--1009},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06224-6},
doi = {10.1007/S10994-022-06224-6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SmithGBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SteffenelAPGBB23,
author = {Luiz Angelo Steffenel and
Vagner Anabor and
Damaris Kirsch Pinheiro and
Lissette Guzman and
Gabriela Dornelles Bittencourt and
Hassan Bencherif},
title = {Forecasting upper atmospheric scalars advection using deep learning:
an O\({}_{\mbox{3}}\) experiment},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {765--788},
year = {2023},
url = {https://doi.org/10.1007/s10994-020-05944-x},
doi = {10.1007/S10994-020-05944-X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SteffenelAPGBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Strobl23,
author = {Eric V. Strobl},
title = {Causal discovery with a mixture of DAGs},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4201--4225},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06159-y},
doi = {10.1007/S10994-022-06159-Y},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Strobl23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/StrongWZJKBK23,
author = {Christopher A. Strong and
Haoze Wu and
Aleksandar Zeljic and
Kyle D. Julian and
Guy Katz and
Clark W. Barrett and
Mykel J. Kochenderfer},
title = {Global optimization of objective functions represented by ReLU networks},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3685--3712},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06050-2},
doi = {10.1007/S10994-021-06050-2},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/StrongWZJKBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/StruckmeierTK23,
author = {Oliver Struckmeier and
Kshitij Tiwari and
Ville Kyrki},
title = {Autoencoding slow representations for semi-supervised data-efficient
regression},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2297--2315},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06299-1},
doi = {10.1007/S10994-022-06299-1},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/StruckmeierTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SvendsenHMLMC23,
author = {Daniel Heestermans Svendsen and
Daniel Hern{\'{a}}ndez{-}Lobato and
Luca Martino and
Valero Laparra and
{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Gustau Camps{-}Valls},
title = {Inference over radiative transfer models using variational and expectation
maximization methods},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {921--937},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-05999-4},
doi = {10.1007/S10994-021-05999-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SvendsenHMLMC23.bib},
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@article{DBLP:journals/ml/TanHKGC23,
author = {Sarah Tan and
Giles Hooker and
Paul Koch and
Albert Gordo and
Rich Caruana},
title = {Considerations when learning additive explanations for black-box models},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3333--3359},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06335-8},
doi = {10.1007/S10994-023-06335-8},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanHKGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/TanSYW23,
author = {Qitao Tan and
Xiaoying Song and
Guanghui Ye and
Chuan Wu},
title = {An effective negative sampling approach for contrastive learning of
sentence embedding},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4837--4861},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06408-8},
doi = {10.1007/S10994-023-06408-8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanSYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/TanWZH23,
author = {Lei Tan and
Shutong Wu and
Wenxing Zhou and
Xiaolin Huang},
title = {Weighted neural tangent kernel: a generalized and improved network-induced
kernel},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2871--2901},
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doi = {10.1007/S10994-023-06356-3},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanWZH23.bib},
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@article{DBLP:journals/ml/TangLSL23,
author = {Kunsheng Tang and
Ping Li and
Yide Song and
Tian Luo},
title = {Reconciling privacy and utility: an unscented Kalman filter-based
framework for differentially private machine learning},
journal = {Mach. Learn.},
volume = {112},
number = {1},
pages = {311--351},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06279-5},
doi = {10.1007/S10994-022-06279-5},
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biburl = {https://dblp.org/rec/journals/ml/TangLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/TeixeiraJR23,
author = {Leonardo Teixeira and
Brian Jalaian and
Bruno Ribeiro},
title = {Reducing classifier overconfidence against adversaries through graph
algorithms},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2619--2651},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06307-y},
doi = {10.1007/S10994-023-06307-Y},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TeixeiraJR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ToniLP23,
author = {Giovanni De Toni and
Bruno Lepri and
Andrea Passerini},
title = {Synthesizing explainable counterfactual policies for algorithmic recourse
with program synthesis},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1389--1409},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06293-7},
doi = {10.1007/S10994-022-06293-7},
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biburl = {https://dblp.org/rec/journals/ml/ToniLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/TornedeGTWH23,
author = {Alexander Tornede and
Lukas Gehring and
Tanja Tornede and
Marcel Wever and
Eyke H{\"{u}}llermeier},
title = {Algorithm selection on a meta level},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1253--1286},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06161-4},
doi = {10.1007/S10994-022-06161-4},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TornedeGTWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TuLM23,
author = {Jiyuan Tu and
Weidong Liu and
Xiaojun Mao},
title = {Byzantine-robust distributed sparse learning for M-estimation},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3773--3804},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06001-x},
doi = {10.1007/S10994-021-06001-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TuLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TurnerK23,
author = {Andrew James Turner and
Ata Kab{\'{a}}n},
title = {PAC-learning with approximate predictors},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1693--1732},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06301-4},
doi = {10.1007/S10994-023-06301-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TurnerK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VeraVP23,
author = {Mat{\'{\i}}as Vera and
Leonardo Rey Vega and
Pablo Piantanida},
title = {The role of mutual information in variational classifiers},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3105--3150},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06337-6},
doi = {10.1007/S10994-023-06337-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VeraVP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangCWM23,
author = {Haotao Wang and
Tianlong Chen and
Zhangyang Wang and
Kede Ma},
title = {Troubleshooting image segmentation models with human-in-the-loop},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {1033--1051},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06110-7},
doi = {10.1007/S10994-021-06110-7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WangCWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/WeiYGP23,
author = {Yantao Wei and
Shujian Yu and
Luis G. S{\'{a}}nchez Giraldo and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {Multiscale principle of relevant information for hyperspectral image
classification},
journal = {Mach. Learn.},
volume = {112},
number = {4},
pages = {1227--1252},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06011-9},
doi = {10.1007/S10994-021-06011-9},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiYGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/Werner23,
author = {Tino Werner},
title = {Trimming stability selection increases variable selection robustness},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4995--5055},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06384-z},
doi = {10.1007/S10994-023-06384-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Werner23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WhiteNPRARG23,
author = {Adam White and
Kwun Ho Ngan and
James Phelan and
Kevin Ryan and
Saman Sadeghi Afgeh and
Constantino Carlos Reyes{-}Aldasoro and
Artur S. d'Avila Garcez},
title = {Contrastive counterfactual visual explanations with overdetermination},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3497--3525},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06333-w},
doi = {10.1007/S10994-023-06333-W},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WhiteNPRARG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WuLD23,
author = {Shengli Wu and
Jinlong Li and
Weimin Ding},
title = {A geometric framework for multiclass ensemble classifiers},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4929--4958},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06406-w},
doi = {10.1007/S10994-023-06406-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WuLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/XiaYWXL23,
author = {Nan Xia and
Hang Yu and
Yin Wang and
Junyu Xuan and
Xiangfeng Luo},
title = {{DAFS:} a domain aware few shot generative model for event detection},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {1011--1031},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06198-5},
doi = {10.1007/S10994-022-06198-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/XiaYWXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/XiangFGL23,
author = {Suncheng Xiang and
Yuzhuo Fu and
Mengyuan Guan and
Ting Liu},
title = {Learning from self-discrepancy via multiple co-teaching for cross-domain
person re-identification},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1923--1940},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06184-x},
doi = {10.1007/S10994-022-06184-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/XiangFGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangBL23,
author = {Lincen Yang and
Mitra Baratchi and
Matthijs van Leeuwen},
title = {Unsupervised discretization by two-dimensional MDL-based histogram},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2397--2431},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06294-6},
doi = {10.1007/S10994-022-06294-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangCIPE23,
author = {Shuyi Yang and
Mattia Cerrato and
Dino Ienco and
Ruggero G. Pensa and
Roberto Esposito},
title = {FairSwiRL: fair semi-supervised classification with representation
learning},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3051--3076},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06342-9},
doi = {10.1007/S10994-023-06342-9},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangCIPE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/YangSTS23,
author = {Qisong Yang and
Thiago D. Sim{\~{a}}o and
Simon H. Tindemans and
Matthijs T. J. Spaan},
title = {Safety-constrained reinforcement learning with a distributional safety
critic},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {859--887},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06187-8},
doi = {10.1007/S10994-022-06187-8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangSTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YinRSC23,
author = {Zongyu Yin and
Federico Reuben and
Susan Stepney and
Tom Collins},
title = {Deep learning's shallow gains: a comparative evaluation of algorithms
for automatic music generation},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1785--1822},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06309-w},
doi = {10.1007/S10994-023-06309-W},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YinRSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/YuCL23,
author = {Chien{-}Min Yu and
Ming{-}Hsin Chen and
Hsuan{-}Tien Lin},
title = {Learning key steps to attack deep reinforcement learning agents},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1499--1522},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06318-9},
doi = {10.1007/S10994-023-06318-9},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YuCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangQHZXHL23,
author = {Shufei Zhang and
Zhuang Qian and
Kaizhu Huang and
Rui Zhang and
Jimin Xiao and
Yuan He and
Canyi Lu},
title = {Robust generative adversarial network},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5135--5161},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06367-0},
doi = {10.1007/S10994-023-06367-0},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhangQHZXHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangRWH23,
author = {Yanghao Zhang and
Wenjie Ruan and
Fu Wang and
Xiaowei Huang},
title = {Generalizing universal adversarial perturbations for deep neural networks},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1597--1626},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06306-z},
doi = {10.1007/S10994-023-06306-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangRWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangZS23,
author = {Chunming Zhang and
Lixing Zhu and
Yanbo Shen},
title = {Robust estimation in regression and classification methods for large
dimensional data},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3361--3411},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06349-2},
doi = {10.1007/S10994-023-06349-2},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouKDHCZ23,
author = {Feng Zhou and
Quyu Kong and
Zhijie Deng and
Fengxiang He and
Peng Cui and
Jun Zhu},
title = {Heterogeneous multi-task Gaussian Cox processes},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5105--5134},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06382-1},
doi = {10.1007/S10994-023-06382-1},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhouKDHCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouLZBGZYHZH23,
author = {Lei Zhou and
Yang Liu and
Pengcheng Zhang and
Xiao Bai and
Lin Gu and
Jun Zhou and
Yazhou Yao and
Tatsuya Harada and
Jin Zheng and
Edwin R. Hancock},
title = {Information bottleneck and selective noise supervision for zero-shot
learning},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2239--2261},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06196-7},
doi = {10.1007/S10994-022-06196-7},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouLZBGZYHZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouTY23,
author = {Xiaowei Zhou and
Ivor W. Tsang and
Jie Yin},
title = {{LADDER:} Latent boundary-guided adversarial training},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3851--3879},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06203-x},
doi = {10.1007/S10994-022-06203-X},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhouZ23,
author = {Shuisheng Zhou and
Wendi Zhou},
title = {Unified {SVM} algorithm based on {LS-DC} loss},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {2975--3002},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-05996-7},
doi = {10.1007/S10994-021-05996-7},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhuM23,
author = {Lingwei Zhu and
Takamitsu Matsubara},
title = {Cautious policy programming: exploiting {KL} regularization for monotonic
policy improvement in reinforcement learning},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4527--4562},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06368-z},
doi = {10.1007/S10994-023-06368-Z},
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biburl = {https://dblp.org/rec/journals/ml/ZhuM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/AbolghasemiHSB22,
author = {Mahdi Abolghasemi and
Rob J. Hyndman and
Evangelos Spiliotis and
Christoph Bergmeir},
title = {Model selection in reconciling hierarchical time series},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {739--789},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06126-z},
doi = {10.1007/S10994-021-06126-Z},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AbolghasemiHSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/AhnJK22,
author = {Dawon Ahn and
Jun{-}Gi Jang and
U Kang},
title = {Time-aware tensor decomposition for sparse tensors},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1409--1430},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06059-7},
doi = {10.1007/S10994-021-06059-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AhnJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/AmramDZ22,
author = {Maxime Amram and
Jack Dunn and
Ying Daisy Zhuo},
title = {Optimal policy trees},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2741--2768},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06128-5},
doi = {10.1007/S10994-022-06128-5},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AmramDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AtashgahiPLMVP22,
author = {Zahra Atashgahi and
Joost Pieterse and
Shiwei Liu and
Decebal Constantin Mocanu and
Raymond N. J. Veldhuis and
Mykola Pechenizkiy},
title = {A brain-inspired algorithm for training highly sparse neural networks},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4411--4452},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06266-w},
doi = {10.1007/S10994-022-06266-W},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AtashgahiPLMVP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AtashgahiSLMMVP22,
author = {Zahra Atashgahi and
Ghada Sokar and
Tim van der Lee and
Elena Mocanu and
Decebal Constantin Mocanu and
Raymond N. J. Veldhuis and
Mykola Pechenizkiy},
title = {Quick and robust feature selection: the strength of energy-efficient
sparse training for autoencoders},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {377--414},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06063-x},
doi = {10.1007/S10994-021-06063-X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AtashgahiSLMMVP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AyedBPG22,
author = {Ibrahim Ayed and
Emmanuel de B{\'{e}}zenac and
Arthur Pajot and
Patrick Gallinari},
title = {Modelling spatiotemporal dynamics from Earth observation data with
neural differential equations},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2349--2380},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06139-2},
doi = {10.1007/S10994-022-06139-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AyedBPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Bakkelund22,
author = {Daniel Bakkelund},
title = {Order preserving hierarchical agglomerative clustering},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1851--1901},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06125-0},
doi = {10.1007/S10994-021-06125-0},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Bakkelund22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BasslerKG22,
author = {Dennis B{\"{a}}{\ss}ler and
Tobias Kortus and
Gabriele G{\"{u}}hring},
title = {Unsupervised anomaly detection in multivariate time series with online
evolving spiking neural networks},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1377--1408},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06129-4},
doi = {10.1007/S10994-022-06129-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BasslerKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BaumhauerSZ22,
author = {Thomas Baumhauer and
Pascal Sch{\"{o}}ttle and
Matthias Zeppelzauer},
title = {Machine unlearning: linear filtration for logit-based classifiers},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3203--3226},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06178-9},
doi = {10.1007/S10994-022-06178-9},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BaumhauerSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BennettCR22,
author = {Stefanos Bennett and
Mihai Cucuringu and
Gesine Reinert},
title = {Lead-lag detection and network clustering for multivariate time series
with an application to the {US} equity market},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4497--4538},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06250-4},
doi = {10.1007/S10994-022-06250-4},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BennettCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasD22,
author = {Dimitris Bertsimas and
Vassilis Digalakis},
title = {The backbone method for ultra-high dimensional sparse machine learning},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2161--2212},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06123-2},
doi = {10.1007/S10994-021-06123-2},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BertsimasD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasDGO22,
author = {Dimitris Bertsimas and
Jack Dunn and
Emma Gibson and
Agni Orfanoudaki},
title = {Optimal survival trees},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2951--3023},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06117-0},
doi = {10.1007/S10994-021-06117-0},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasDGO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasP22,
author = {Dimitris Bertsimas and
Alex Paskov},
title = {World-class interpretable poker},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {3063--3083},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06179-8},
doi = {10.1007/S10994-022-06179-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BlondeSK22,
author = {Lionel Blond{\'{e}} and
Pablo Strasser and
Alexandros Kalousis},
title = {Lipschitzness is all you need to tame off-policy generative adversarial
imitation learning},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1431--1521},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06144-5},
doi = {10.1007/S10994-022-06144-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BlondeSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CanoK22,
author = {Alberto Cano and
Bartosz Krawczyk},
title = {{ROSE:} robust online self-adjusting ensemble for continual learning
on imbalanced drifting data streams},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2561--2599},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06168-x},
doi = {10.1007/S10994-022-06168-X},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CanoK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CaoLHWT22,
author = {Jiezhang Cao and
Jincheng Li and
Xiping Hu and
Xiangmiao Wu and
Mingkui Tan},
title = {Towards interpreting deep neural networks via layer behavior understanding},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1159--1179},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06074-8},
doi = {10.1007/S10994-021-06074-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CaoLHWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Castillo-Navarro22,
author = {Javiera Castillo{-}Navarro and
Bertrand Le Saux and
Alexandre Boulch and
Nicolas Audebert and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Semi-supervised semantic segmentation in Earth Observation: the MiniFrance
suite, dataset analysis and multi-task network study},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3125--3160},
year = {2022},
url = {https://doi.org/10.1007/s10994-020-05943-y},
doi = {10.1007/S10994-020-05943-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Castillo-Navarro22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CeruttiKKS22,
author = {Federico Cerutti and
Lance M. Kaplan and
Angelika Kimmig and
Murat Sensoy},
title = {Handling epistemic and aleatory uncertainties in probabilistic circuits},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1259--1301},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06086-4},
doi = {10.1007/S10994-021-06086-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CeruttiKKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Chakrabarti22,
author = {Deepayan Chakrabarti},
title = {Robust linear classification from limited training data},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1621--1649},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06093-5},
doi = {10.1007/S10994-021-06093-5},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Chakrabarti22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenXMJS22,
author = {Shuo Chen and
Ke Xu and
Zhongjie Mi and
Xinghao Jiang and
Tanfeng Sun},
title = {Dual-domain graph convolutional networks for skeleton-based action
recognition},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2381--2406},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06141-8},
doi = {10.1007/S10994-022-06141-8},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenXMJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Coma-PuigC22,
author = {Bernat Coma{-}Puig and
Josep Carmona},
title = {Non-technical losses detection in energy consumption focusing on energy
recovery and explainability},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {487--517},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06051-1},
doi = {10.1007/S10994-021-06051-1},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Coma-PuigC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Cowen-RiversPMA22,
author = {Alexander I. Cowen{-}Rivers and
Daniel Palenicek and
Vincent Moens and
Mohammed Amin Abdullah and
Aivar Sootla and
Jun Wang and
Haitham Bou{-}Ammar},
title = {{SAMBA:} safe model-based {\&} active reinforcement learning},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {173--203},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06103-6},
doi = {10.1007/S10994-021-06103-6},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Cowen-RiversPMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CropperDEM22,
author = {Andrew Cropper and
Sebastijan Dumancic and
Richard Evans and
Stephen H. Muggleton},
title = {Inductive logic programming at 30},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {147--172},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06089-1},
doi = {10.1007/S10994-021-06089-1},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperDEM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DashSB22,
author = {Tirtharaj Dash and
Ashwin Srinivasan and
A. Baskar},
title = {Inclusion of domain-knowledge into GNNs using mode-directed inverse
entailment},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {575--623},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06090-8},
doi = {10.1007/S10994-021-06090-8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DashSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DeshmukhRMD22,
author = {Aniket Anand Deshmukh and
Jayanth Reddy Regatti and
Eren Manavoglu and
{\"{U}}r{\"{u}}n Dogan},
title = {Representation learning for clustering via building consensus},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4601--4638},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06194-9},
doi = {10.1007/S10994-022-06194-9},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DeshmukhRMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Dubois-TaineVBS22,
author = {Benjamin Dubois{-}Taine and
Sharan Vaswani and
Reza Babanezhad and
Mark Schmidt and
Simon Lacoste{-}Julien},
title = {{SVRG} meets AdaGrad: painless variance reduction},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4359--4409},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06265-x},
doi = {10.1007/S10994-022-06265-X},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Dubois-TaineVBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EbersteinSMC22,
author = {Victor Eberstein and
Jonas Sj{\"{o}}blom and
Nikolce Murgovski and
Morteza Haghir Chehreghani},
title = {A unified framework for online trip destination prediction},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3839--3865},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06175-y},
doi = {10.1007/S10994-022-06175-Y},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EbersteinSMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EnglhardtTKSB22,
author = {Adrian Englhardt and
Holger Trittenbach and
Daniel Kottke and
Bernhard Sick and
Klemens B{\"{o}}hm},
title = {Efficient {SVDD} sampling with approximation guarantees for the decision
boundary},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1349--1375},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06149-0},
doi = {10.1007/S10994-022-06149-0},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EnglhardtTKSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FalcianiS22,
author = {Herv{\'{e}} Falciani and
Enrique Alfonso S{\'{a}}nchez{-}P{\'{e}}rez},
title = {Semi-Lipschitz functions and machine learning for discrete dynamical
systems on graphs},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1765--1797},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06130-x},
doi = {10.1007/S10994-022-06130-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FalcianiS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FanuelSS22,
author = {Micha{\"{e}}l Fanuel and
Joachim Schreurs and
Johan A. K. Suykens},
title = {Nystr{\"{o}}m landmark sampling and regularized Christoffel functions},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2213--2254},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06165-0},
doi = {10.1007/S10994-022-06165-0},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FanuelSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FraccaroliLR22,
author = {Michele Fraccaroli and
Evelina Lamma and
Fabrizio Riguzzi},
title = {Symbolic DNN-Tuner},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {625--650},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06097-1},
doi = {10.1007/S10994-021-06097-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FraccaroliLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GaoLWL22,
author = {Jiangjiang Gao and
Jinhui Lan and
Bingxu Wang and
Feifan Li},
title = {SDANet: spatial deep attention-based for point cloud classification
and segmentation},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1327--1348},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06148-1},
doi = {10.1007/S10994-022-06148-1},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GaoLWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GaoWCI22,
author = {Kun Gao and
Hanpin Wang and
Yongzhi Cao and
Katsumi Inoue},
title = {Learning from interpretation transition using differentiable logic
programming semantics},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {123--145},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06058-8},
doi = {10.1007/S10994-021-06058-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GaoWCI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GaoWW22,
author = {Guangyuan Gao and
He Wang and
Mario V. W{\"{u}}thrich},
title = {Boosting Poisson regression models with telematics car driving data},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {243--272},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-05957-0},
doi = {10.1007/S10994-021-05957-0},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GaoWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GarciaVF22,
author = {Javier Garc{\'{\i}}a and
{\'{A}}lvaro Vis{\'{u}}s and
Fernando Fern{\'{a}}ndez},
title = {A taxonomy for similarity metrics between Markov decision processes},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4217--4247},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06242-4},
doi = {10.1007/S10994-022-06242-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GarciaVF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GengN22,
author = {Lili Geng and
Baoning Niu},
title = {Pruning convolutional neural networks via filter similarity analysis},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3161--3180},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06193-w},
doi = {10.1007/S10994-022-06193-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GengN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GneitingV22,
author = {Tilmann Gneiting and
Peter Vogel},
title = {Receiver operating characteristic {(ROC)} curves: equivalences, beta
model, and minimum distance estimation},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2147--2159},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06115-2},
doi = {10.1007/S10994-021-06115-2},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GneitingV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GneitingW22,
author = {Tilmann Gneiting and
Eva{-}Maria Walz},
title = {Receiver operating characteristic {(ROC)} movies, universal {ROC}
{(UROC)} curves, and coefficient of predictive ability {(CPA)}},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2769--2797},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06114-3},
doi = {10.1007/S10994-021-06114-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GneitingW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GrabinskiKK22,
author = {Julia Grabinski and
Janis Keuper and
Margret Keuper},
title = {Aliasing and adversarial robust generalization of CNNs},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {3925--3951},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06222-8},
doi = {10.1007/S10994-022-06222-8},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GrabinskiKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/HajduTTT22,
author = {Andr{\'{a}}s Hajdu and
Gy{\"{o}}rgy Terdik and
Attila Tiba and
Henrietta Tom{\'{a}}n},
title = {A stochastic approach to handle resource constraints as knapsack problems
in ensemble pruning},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1551--1595},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06109-0},
doi = {10.1007/S10994-021-06109-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HajduTTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HalsteadKRPPBOC22,
author = {Ben Halstead and
Yun Sing Koh and
Patricia Riddle and
Russel Pears and
Mykola Pechenizkiy and
Albert Bifet and
Gustavo Olivares and
Guy Coulson},
title = {Analyzing and repairing concept drift adaptation in data stream classification},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3489--3523},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-05993-w},
doi = {10.1007/S10994-021-05993-W},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HalsteadKRPPBOC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HamriBF22,
author = {Mourad El Hamri and
Youn{\`{e}}s Bennani and
Issam Falih},
title = {Hierarchical optimal transport for unsupervised domain adaptation},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4159--4182},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06231-7},
doi = {10.1007/S10994-022-06231-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HamriBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HaredashtV22,
author = {Fateme Nateghi Haredasht and
Celine Vens},
title = {Predicting Survival Outcomes in the Presence of Unlabeled Data},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4139--4157},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06257-x},
doi = {10.1007/S10994-022-06257-X},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HaredashtV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HayashiHK22,
author = {Shogo Hayashi and
Junya Honda and
Hisashi Kashima},
title = {Bayesian optimization with partially specified queries},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1019--1048},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06079-3},
doi = {10.1007/S10994-021-06079-3},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HayashiHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HengstFHH22,
author = {Floris den Hengst and
Vincent Fran{\c{c}}ois{-}Lavet and
Mark Hoogendoorn and
Frank van Harmelen},
title = {Planning for potential: efficient safe reinforcement learning},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2255--2274},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06143-6},
doi = {10.1007/S10994-022-06143-6},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HengstFHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HettiarachchiAB22,
author = {Hansi Hettiarachchi and
Mariam Adedoyin{-}Olowe and
Jagdev Bhogal and
Mohamed Medhat Gaber},
title = {Embed2Detect: temporally clustered embedded words for event detection
in social media},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {49--87},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-05988-7},
doi = {10.1007/S10994-021-05988-7},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HettiarachchiAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Holland22,
author = {Matthew J. Holland},
title = {Learning with risks based on M-location},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4679--4718},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06217-5},
doi = {10.1007/S10994-022-06217-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Holland22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuNS22,
author = {Robert Hu and
Geoff K. Nicholls and
Dino Sejdinovic},
title = {Large scale tensor regression using kernels and variational inference},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2663--2713},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06067-7},
doi = {10.1007/S10994-021-06067-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangTXL22,
author = {Shudong Huang and
Ivor W. Tsang and
Zenglin Xu and
Jiancheng Lv},
title = {Multiple partitions alignment via spectral rotation},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1049--1072},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06071-x},
doi = {10.1007/S10994-021-06071-X},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuangTXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangZ22,
author = {Jireh Huang and
Qing Zhou},
title = {Partitioned hybrid learning of Bayesian network structures},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1695--1738},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06145-4},
doi = {10.1007/S10994-022-06145-4},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuangZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangZH22,
author = {Wei Huang and
Xingyu Zhao and
Xiaowei Huang},
title = {Embedding and extraction of knowledge in tree ensemble classifiers},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1925--1958},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06068-6},
doi = {10.1007/S10994-021-06068-6},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuangZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuismanPR22,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Stateless neural meta-learning using second-order gradients},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3227--3244},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06210-y},
doi = {10.1007/S10994-022-06210-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuismanPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HullermeierWMFR22,
author = {Eyke H{\"{u}}llermeier and
Marcel Wever and
Eneldo Loza Menc{\'{\i}}a and
Johannes F{\"{u}}rnkranz and
Michael Rapp},
title = {A flexible class of dependence-aware multi-label loss functions},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {713--737},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06107-2},
doi = {10.1007/S10994-021-06107-2},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HullermeierWMFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/IliadisBW22,
author = {Dimitrios Iliadis and
Bernard De Baets and
Willem Waegeman},
title = {Multi-target prediction for dummies using two-branch neural networks},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {651--684},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06104-5},
doi = {10.1007/S10994-021-06104-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IliadisBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/IwataT22,
author = {Tomoharu Iwata and
Yusuke Tanaka},
title = {Few-shot learning for spatial regression via neural embedding-based
Gaussian processes},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1239--1257},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06118-z},
doi = {10.1007/S10994-021-06118-Z},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IwataT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JenulSPT22,
author = {Anna Jenul and
Stefan Schrunner and
J{\"{u}}rgen Pilz and
Oliver Tomic},
title = {A user-guided Bayesian framework for ensemble feature selection in
life science applications (UBayFS)},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3897--3923},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06221-9},
doi = {10.1007/S10994-022-06221-9},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JenulSPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JuniorSZ22,
author = {Laercio de Oliveira Junior and
Florian Stelzer and
Liang Zhao},
title = {Clustered and deep echo state networks for signal noise reduction},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2885--2904},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06135-6},
doi = {10.1007/S10994-022-06135-6},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JuniorSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KamaniHFM22,
author = {Mohammad Mahdi Kamani and
Farzin Haddadpour and
Rana Forsati and
Mehrdad Mahdavi},
title = {Efficient fair principal component analysis},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3671--3702},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06100-9},
doi = {10.1007/S10994-021-06100-9},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KamaniHFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KarasiakDMS22,
author = {Nicolas Karasiak and
Jean{-}Francois Dejoux and
Claude Monteil and
David Sheeren},
title = {Spatial dependence between training and test sets: another pitfall
of classification accuracy assessment in remote sensing},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2715--2740},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-05972-1},
doi = {10.1007/S10994-021-05972-1},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KarasiakDMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KawintiranonSB22,
author = {Kornraphop Kawintiranon and
Lisa Singh and
Ceren Budak},
title = {Traditional and context-specific spam detection in low resource settings},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2515--2536},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06176-x},
doi = {10.1007/S10994-022-06176-X},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KawintiranonSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KilincM22,
author = {Ozsel Kilinc and
Giovanni Montana},
title = {Reinforcement learning for robotic manipulation using simulated locomotion
demonstrations},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {465--486},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06116-1},
doi = {10.1007/S10994-021-06116-1},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KilincM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KohSL22,
author = {Pang Wei Koh and
Jacob Steinhardt and
Percy Liang},
title = {Stronger data poisoning attacks break data sanitization defenses},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {1--47},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06119-y},
doi = {10.1007/S10994-021-06119-Y},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KohSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KonigHR22,
author = {Matthias K{\"{o}}nig and
Holger H. Hoos and
Jan N. van Rijn},
title = {Speeding up neural network robustness verification via algorithm configuration
and an optimised mixed integer linear programming solver portfolio},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4565--4584},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06212-w},
doi = {10.1007/S10994-022-06212-W},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KonigHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuvshinovG22,
author = {Aleksei Kuvshinov and
Stephan G{\"{u}}nnemann},
title = {Robustness verification of ReLU networks via quadratic programming},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2407--2433},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06132-9},
doi = {10.1007/S10994-022-06132-9},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuvshinovG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeNP22,
author = {Trung Le and
Khanh Nguyen and
Dinh Q. Phung},
title = {Improving kernel online learning with a snapshot memory},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {997--1018},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06075-7},
doi = {10.1007/S10994-021-06075-7},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LeNP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LenzPC22,
author = {Oliver Urs Lenz and
Daniel Peralta and
Chris Cornelis},
title = {Optimised one-class classification performance},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2863--2883},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06147-2},
doi = {10.1007/S10994-022-06147-2},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LenzPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeroyLGG22,
author = {Arthur Leroy and
Pierre Latouche and
Benjamin Guedj and
Servane Gey},
title = {{MAGMA:} inference and prediction using multi-task Gaussian processes
with common mean},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1821--1849},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06172-1},
doi = {10.1007/S10994-022-06172-1},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LeroyLGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiFCLS22,
author = {Yaqiong Li and
Xuhui Fan and
Ling Chen and
Bin Li and
Scott A. Sisson},
title = {Smoothing graphons for modelling exchangeable relational data},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {319--344},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06046-y},
doi = {10.1007/S10994-021-06046-Y},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiFCLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiL22,
author = {Junfan Li and
Shizhong Liao},
title = {Worst-case regret analysis of computationally budgeted online kernel
selection},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {937--976},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06082-8},
doi = {10.1007/S10994-021-06082-8},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiSHC22,
author = {Shaoyuan Li and
Ye Shi and
Sheng{-}Jun Huang and
Songcan Chen},
title = {Improving deep label noise learning with dual active label correction},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1103--1124},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06081-9},
doi = {10.1007/S10994-021-06081-9},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiSHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiW22,
author = {Ke Li and
Gang Wu},
title = {Randomized approximate class-specific kernel spectral regression analysis
for large-scale face verification},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2037--2091},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06140-9},
doi = {10.1007/S10994-022-06140-9},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiWZC22,
author = {Wenjie Li and
Zhanyu Wang and
Yichen Zhang and
Guang Cheng},
title = {Variance reduction on general adaptive stochastic mirror descent},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4639--4677},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06227-3},
doi = {10.1007/S10994-022-06227-3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiWZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiaoHYL22,
author = {Keng{-}Te Liao and
Bo{-}Wei Huang and
Chih{-}Chun Yang and
Shou{-}De Lin},
title = {Bayesian mixture variational autoencoders for multi-modal learning},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4329--4357},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06272-y},
doi = {10.1007/S10994-022-06272-Y},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiaoHYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiaoWXYSC22,
author = {Ningyi Liao and
Shufan Wang and
Liyao Xiang and
Nanyang Ye and
Shuo Shao and
Pengzhi Chu},
title = {Achieving adversarial robustness via sparsity},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {685--711},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06049-9},
doi = {10.1007/S10994-021-06049-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiaoWXYSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuC22,
author = {Yang Liu and
Anthony C. Constantinou},
title = {Greedy structure learning from data that contain systematic missing
values},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3867--3896},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06195-8},
doi = {10.1007/S10994-022-06195-8},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuXWADW22,
author = {Haoran Liu and
Haoyi Xiong and
Yaqing Wang and
Haozhe An and
Dejing Dou and
Dongrui Wu},
title = {Exploring the common principal subspace of deep features in neural
networks},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1125--1157},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06076-6},
doi = {10.1007/S10994-021-06076-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuXWADW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaKS22,
author = {Xin Ma and
Suprateek Kundu and
Jennifer S. Stevens},
title = {Semi-parametric Bayes regression with network-valued covariates},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3733--3767},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06174-z},
doi = {10.1007/S10994-022-06174-Z},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MaKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaL22,
author = {Yi{-}Fan Ma and
Ming Li},
title = {The flowing nature matters: feature learning from the control flow
graph of source code for bug localization},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {853--870},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06078-4},
doi = {10.1007/S10994-021-06078-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MaL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MarinoCHM22,
author = {Joseph Marino and
Lei Chen and
Jiawei He and
Stephan Mandt},
title = {Improving sequential latent variable models with autoregressive flows},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1597--1620},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06092-6},
doi = {10.1007/S10994-021-06092-6},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MarinoCHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MetelliMR22,
author = {Alberto Maria Metelli and
Guglielmo Manneschi and
Marcello Restelli},
title = {Policy space identification in configurable environments},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2093--2145},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06033-3},
doi = {10.1007/S10994-021-06033-3},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MetelliMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MiroshnikovKFK22,
author = {Alexey Miroshnikov and
Konstandinos Kotsiopoulos and
Ryan Franks and
Arjun Ravi Kannan},
title = {Wasserstein-based fairness interpretability framework for machine
learning models},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3307--3357},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06213-9},
doi = {10.1007/S10994-022-06213-9},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MiroshnikovKFK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MitchenerTCR22,
author = {Ludovico Mitchener and
David Tuckey and
Matthew Crosby and
Alessandra Russo},
title = {Detect, Understand, Act: {A} Neuro-symbolic Hierarchical Reinforcement
Learning Framework},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1523--1549},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06142-7},
doi = {10.1007/S10994-022-06142-7},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MitchenerTCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MohamadAB22,
author = {Saad Mohamad and
Hamad Alamri and
Abdelhamid Bouchachia},
title = {Scaling up stochastic gradient descent for non-convex optimisation},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4039--4079},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06243-3},
doi = {10.1007/S10994-022-06243-3},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MohamadAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Mukhopadhyay22,
author = {Subhadeep Mukhopadhyay},
title = {InfoGram and admissible machine learning},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {205--242},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06121-4},
doi = {10.1007/S10994-021-06121-4},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Mukhopadhyay22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Munoz-Izquierdo22,
author = {Nora Mu{\~{n}}oz{-}Izquierdo and
Mar{\'{\i}}a Jes{\'{u}}s Segovia{-}Vargas and
Mar{\'{\i}}a{-}del{-}Mar Camacho{-}Mi{\~{n}}ano and
Yolanda P{\'{e}}rez{-}P{\'{e}}rez},
title = {Machine learning in corporate credit rating assessment using the expanded
audit report},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4183--4215},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06226-4},
doi = {10.1007/S10994-022-06226-4},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Munoz-Izquierdo22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NabatiGS22,
author = {Mohammad Nabati and
Seyed Ali Ghorashi and
Reza Shahbazian},
title = {{JGPR:} a computationally efficient multi-target Gaussian process
regression algorithm},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {1987--2010},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06170-3},
doi = {10.1007/S10994-022-06170-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NabatiGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NadisicCVG22,
author = {Nicolas Nadisic and
Jeremy E. Cohen and
Arnaud Vandaele and
Nicolas Gillis},
title = {Matrix-wise {\(\mathscr{l}\)} \({}_{\mbox{0}}\)-constrained sparse
nonnegative least squares},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4453--4495},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06260-2},
doi = {10.1007/S10994-022-06260-2},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NadisicCVG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Nakai-KasaiT22,
author = {Ayano Nakai{-}Kasai and
Toshiyuki Tanaka},
title = {Nested aggregation of experts using inducing points for approximated
Gaussian process regression},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1671--1694},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06101-8},
doi = {10.1007/S10994-021-06101-8},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Nakai-KasaiT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenPNLT22,
author = {Ha Nguyen and
Hoang Pham and
Son Nguyen and
Ngo Van Linh and
Khoat Than},
title = {Adaptive infinite dropout for noisy and sparse data streams},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {3025--3060},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06169-w},
doi = {10.1007/S10994-022-06169-W},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NguyenPNLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenSH22,
author = {Vu{-}Linh Nguyen and
Mohammad Hossein Shaker and
Eyke H{\"{u}}llermeier},
title = {How to measure uncertainty in uncertainty sampling for active learning},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {89--122},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06003-9},
doi = {10.1007/S10994-021-06003-9},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NguyenSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NiWZYL22,
author = {Mingze Ni and
Ce Wang and
Tianqing Zhu and
Shui Yu and
Wei Liu},
title = {Attacking neural machine translations via hybrid attention learning},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {3977--4002},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06249-x},
doi = {10.1007/S10994-022-06249-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NiWZYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OkawaITKTK22,
author = {Maya Okawa and
Tomoharu Iwata and
Yusuke Tanaka and
Takeshi Kurashima and
Hiroyuki Toda and
Hisashi Kashima},
title = {Context-aware spatio-temporal event prediction via convolutional Hawkes
processes},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2929--2950},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06136-5},
doi = {10.1007/S10994-022-06136-5},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OkawaITKTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PaassenKY22,
author = {Benjamin Paa{\ss}en and
Irena Koprinska and
Kalina Yacef},
title = {Recursive tree grammar autoencoders},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3393--3423},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06223-7},
doi = {10.1007/S10994-022-06223-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PaassenKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PaivaMSVL22,
author = {Pedro Yuri Arbs Paiva and
Camila Castro Moreno and
Kate Smith{-}Miles and
Maria Gabriela Valeriano and
Ana Carolina Lorena},
title = {Relating instance hardness to classification performance in a dataset:
a visual approach},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {3085--3123},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06205-9},
doi = {10.1007/S10994-022-06205-9},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PaivaMSVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PapiniPR22,
author = {Matteo Papini and
Matteo Pirotta and
Marcello Restelli},
title = {Smoothing policies and safe policy gradients},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4081--4137},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06232-6},
doi = {10.1007/S10994-022-06232-6},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PapiniPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PasaNS22,
author = {Luca Pasa and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {Polynomial-based graph convolutional neural networks for graph classification},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1205--1237},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06098-0},
doi = {10.1007/S10994-021-06098-0},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PasaNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PasadakisASW22,
author = {Dimosthenis Pasadakis and
Christie Louis Alappat and
Olaf Schenk and
Gerhard Wellein},
title = {Multiway p-spectral graph cuts on Grassmann manifolds},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {791--829},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06108-1},
doi = {10.1007/S10994-021-06108-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PasadakisASW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PatsantzisM22,
author = {Stassa Patsantzis and
Stephen H. Muggleton},
title = {Correction to: Meta-interpretive learning as metarule specialisation},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {3061},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06180-1},
doi = {10.1007/S10994-022-06180-1},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PatsantzisM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PatsantzisM22a,
author = {Stassa Patsantzis and
Stephen H. Muggleton},
title = {Meta-interpretive learning as metarule specialisation},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3703--3731},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06156-1},
doi = {10.1007/S10994-022-06156-1},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PatsantzisM22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PeiHIP22,
author = {Yulong Pei and
Tianjin Huang and
Werner van Ipenburg and
Mykola Pechenizkiy},
title = {ResGCN: attention-based deep residual modeling for anomaly detection
on attributed networks},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {519--541},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06044-0},
doi = {10.1007/S10994-021-06044-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PeiHIP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PhamKKS22,
author = {Tuan Pham and
Daniel Kottke and
Georg Krempl and
Bernhard Sick},
title = {Stream-based active learning for sliding windows under the influence
of verification latency},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2011--2036},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06099-z},
doi = {10.1007/S10994-021-06099-Z},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PhamKKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PinotMYGCA22,
author = {Rafael Pinot and
Laurent Meunier and
Florian Yger and
C{\'{e}}dric Gouy{-}Pailler and
Yann Chevaleyre and
Jamal Atif},
title = {On the robustness of randomized classifiers to adversarial examples},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3425--3457},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06216-6},
doi = {10.1007/S10994-022-06216-6},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PinotMYGCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PunnA22,
author = {Narinder Singh Punn and
Sonali Agarwal},
title = {BT-Unet: {A} self-supervised learning framework for biomedical image
segmentation using barlow twins with U-net models},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4585--4600},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06219-3},
doi = {10.1007/S10994-022-06219-3},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PunnA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QaraeiB22,
author = {Mohammadreza Qaraei and
Rohit Babbar},
title = {Adversarial examples for extreme multilabel text classification},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4539--4563},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06263-z},
doi = {10.1007/S10994-022-06263-Z},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/QaraeiB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RaboldSS22,
author = {Johannes Rabold and
Michael Siebers and
Ute Schmid},
title = {Generating contrastive explanations for inductive logic programming
based on a near miss approach},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1799--1820},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06048-w},
doi = {10.1007/S10994-021-06048-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RaboldSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RakotomamonjyFG22,
author = {Alain Rakotomamonjy and
R{\'{e}}mi Flamary and
Gilles Gasso and
M. El Alaya and
Maxime Berar and
Nicolas Courty},
title = {Optimal transport for conditional domain matching and label shift},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1651--1670},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06088-2},
doi = {10.1007/S10994-021-06088-2},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RakotomamonjyFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RamosBM22,
author = {Guilherme Ramos and
Ludovico Boratto and
Mirko Marras},
title = {Robust reputation independence in ranking systems for multiple sensitive
attributes},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3769--3796},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06173-0},
doi = {10.1007/S10994-022-06173-0},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RamosBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RibeiroFMI22,
author = {Tony Ribeiro and
Maxime Folschette and
Morgan Magnin and
Katsumi Inoue},
title = {Learning any memory-less discrete semantics for dynamical systems
represented by logic programs},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3593--3670},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06105-4},
doi = {10.1007/S10994-021-06105-4},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RibeiroFMI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RiverainFN22,
author = {Paul Riverain and
Simon Fossier and
Mohamed Nadif},
title = {Semi-supervised Latent Block Model with pairwise constraints},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1739--1764},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06137-4},
doi = {10.1007/S10994-022-06137-4},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RiverainFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/SaabPZR22,
author = {Samer Saab Jr. and
Shashi Phoha and
Minghui Zhu and
Asok Ray},
title = {An adaptive polyak heavy-ball method},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3245--3277},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06215-7},
doi = {10.1007/S10994-022-06215-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SaabPZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaadallahJM22,
author = {Amal Saadallah and
Matthias Jakobs and
Katharina Morik},
title = {Explainable online ensemble of deep neural network pruning for time
series forecasting},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3459--3487},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06218-4},
doi = {10.1007/S10994-022-06218-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SaadallahJM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SabaterBR22,
author = {C{\'{e}}sar Sabater and
Aur{\'{e}}lien Bellet and
Jan Ramon},
title = {An accurate, scalable and verifiable protocol for federated differentially
private averaging},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4249--4293},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06267-9},
doi = {10.1007/S10994-022-06267-9},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SabaterBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SahaEW22,
author = {Surojit Saha and
Shireen Y. Elhabian and
Ross T. Whitaker},
title = {GENs: generative encoding networks},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4003--4038},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06220-w},
doi = {10.1007/S10994-022-06220-W},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SahaEW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchultheisB22,
author = {Erik Schultheis and
Rohit Babbar},
title = {Speeding-up one-versus-all training for extreme classification via
mean-separating initialization},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {3953--3976},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06228-2},
doi = {10.1007/S10994-022-06228-2},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchultheisB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchulzHWW22,
author = {Till Hendrik Schulz and
Tam{\'{a}}s Horv{\'{a}}th and
Pascal Welke and
Stefan Wrobel},
title = {A generalized Weisfeiler-Lehman graph kernel},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2601--2629},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06131-w},
doi = {10.1007/S10994-022-06131-W},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchulzHWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShaoSA22,
author = {Weijia Shao and
Fikret Sivrikaya and
Sahin Albayrak},
title = {Optimistic optimisation of composite objective with exponentiated
update},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4719--4764},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06229-1},
doi = {10.1007/S10994-022-06229-1},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ShaoSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShuiWG22,
author = {Changjian Shui and
Boyu Wang and
Christian Gagn{\'{e}}},
title = {On the benefits of representation regularization in invariance based
domain generalization},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {895--915},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06080-w},
doi = {10.1007/S10994-021-06080-W},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShuiWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SkrljDLP22,
author = {Blaz Skrlj and
Saso Dzeroski and
Nada Lavrac and
Matej Petkovic},
title = {ReliefE: feature ranking in high-dimensional spaces via manifold embeddings},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {273--317},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-05998-5},
doi = {10.1007/S10994-021-05998-5},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SkrljDLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SouzaNRMSR22,
author = {Mariana Caravanti de Souza and
Bruno Magalh{\~{a}}es Nogueira and
Rafael Geraldeli Rossi and
Ricardo Marcondes Marcacini and
Brucce Neves dos Santos and
Solange Oliveira Rezende},
title = {A network-based positive and unlabeled learning approach for fake
news detection},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3549--3592},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06111-6},
doi = {10.1007/S10994-021-06111-6},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SouzaNRMSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/SrinivasanBB22,
author = {Ashwin Srinivasan and
Michael Bain and
A. Baskar},
title = {Learning explanations for biological feedback with delays using an
event calculus},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2435--2487},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06038-y},
doi = {10.1007/S10994-021-06038-Y},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SrinivasanBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/SrinivasanDAFG22,
author = {Sriram Srinivasan and
Charles Dickens and
Eriq Augustine and
Golnoosh Farnadi and
Lise Getoor},
title = {A taxonomy of weight learning methods for statistical relational learning},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2799--2838},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06069-5},
doi = {10.1007/S10994-021-06069-5},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SrinivasanDAFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/TanveerTCG22,
author = {Mohammad Tanveer and
Aruna Tiwari and
Rahul Choudhary and
M. A. Ganaie},
title = {Large-scale pinball twin support vector machines},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3525--3548},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06061-z},
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biburl = {https://dblp.org/rec/journals/ml/TanveerTCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TarzariolGS22,
author = {Alice Tarzariol and
Martin Gebser and
Konstantin Schekotihin},
title = {Lifting symmetry breaking constraints with inductive logic programming},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1303--1326},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06146-3},
doi = {10.1007/S10994-022-06146-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TarzariolGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Tatti22,
author = {Nikolaj Tatti},
title = {Maintaining {AUC} and H-measure over time},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2839--2862},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06084-6},
doi = {10.1007/S10994-021-06084-6},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Tatti22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VermaPT22,
author = {Bhisham Dev Verma and
Rameshwar Pratap and
Manoj Thakur},
title = {Variance reduction in feature hashing using {MLE} and control variate
method},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2631--2662},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06166-z},
doi = {10.1007/S10994-022-06166-Z},
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biburl = {https://dblp.org/rec/journals/ml/VermaPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ViljanenAP22,
author = {Markus Viljanen and
Antti Airola and
Tapio Pahikkala},
title = {Generalized vec trick for fast learning of pairwise kernel models},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {543--573},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06127-y},
doi = {10.1007/S10994-021-06127-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ViljanenAP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WanTZ22,
author = {Yuanyu Wan and
Wei{-}Wei Tu and
Lijun Zhang},
title = {Online strongly convex optimization with unknown delays},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {871--893},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06072-w},
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biburl = {https://dblp.org/rec/journals/ml/WanTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/WangC22,
author = {Siwei Wang and
Wei Chen},
title = {The pure exploration problem with general reward functions depending
on full distributions},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3279--3306},
year = {2022},
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biburl = {https://dblp.org/rec/journals/ml/WangC22.bib},
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@article{DBLP:journals/ml/WangDF22,
author = {Chaojie Wang and
Jin Du and
Xiaodan Fan},
title = {High-dimensional correlation matrix estimation for general continuous
data with Bagging technique},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2905--2927},
year = {2022},
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doi = {10.1007/S10994-022-06138-3},
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biburl = {https://dblp.org/rec/journals/ml/WangDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/WangS22,
author = {Jing Wang and
Jie Shen},
title = {Fast spectral analysis for approximate nearest neighbor search},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2297--2322},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06124-1},
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biburl = {https://dblp.org/rec/journals/ml/WangS22.bib},
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@article{DBLP:journals/ml/Werner22,
author = {Tino Werner},
title = {A review on instance ranking problems in statistical learning},
journal = {Mach. Learn.},
volume = {111},
number = {2},
pages = {415--463},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06122-3},
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@article{DBLP:journals/ml/WilmingBMH22,
author = {Rick Wilming and
C{\'{e}}line Budding and
Klaus{-}Robert M{\"{u}}ller and
Stefan Haufe},
title = {Scrutinizing {XAI} using linear ground-truth data with suppressor
variables},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1903--1923},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06167-y},
doi = {10.1007/S10994-022-06167-Y},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WilmingBMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WolterBHG22,
author = {Moritz Wolter and
Felix Blanke and
Raoul Heese and
Jochen Garcke},
title = {Wavelet-packets for deepfake image analysis and detection},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {4295--4327},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06225-5},
doi = {10.1007/S10994-022-06225-5},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WolterBHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/WuDS22,
author = {Ga Wu and
Justin Domke and
Scott Sanner},
title = {Arbitrary conditional inference in variational autoencoders via fast
prior network training},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2537--2559},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06171-2},
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biburl = {https://dblp.org/rec/journals/ml/WuDS22.bib},
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@article{DBLP:journals/ml/WuWYLLZ22,
author = {Jiantao Wu and
Lin Wang and
Bo Yang and
Fanqi Li and
Chunxiuzi Liu and
Jin Zhou},
title = {{DEFT:} distilling entangled factors by preventing information diffusion},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2275--2295},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06134-7},
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biburl = {https://dblp.org/rec/journals/ml/WuWYLLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/WuXZWXQ22,
author = {Xueqing Wu and
Yingce Xia and
Jinhua Zhu and
Lijun Wu and
Shufang Xie and
Tao Qin},
title = {A study of {BERT} for context-aware neural machine translation},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {917--935},
year = {2022},
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biburl = {https://dblp.org/rec/journals/ml/WuXZWXQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/XieXWHFQ22,
author = {Shufang Xie and
Yingce Xia and
Lijun Wu and
Yiqing Huang and
Yang Fan and
Tao Qin},
title = {End-to-end entity-aware neural machine translation},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1181--1203},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06073-9},
doi = {10.1007/S10994-021-06073-9},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/XieXWHFQ22.bib},
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@article{DBLP:journals/ml/XuZYH22,
author = {Zhuoer Xu and
Guanghui Zhu and
Chunfeng Yuan and
Yihua Huang},
title = {One-Stage Tree: end-to-end tree builder and pruner},
journal = {Mach. Learn.},
volume = {111},
number = {5},
pages = {1959--1985},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06094-4},
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@article{DBLP:journals/ml/YangRR22,
author = {Wen{-}Chi Yang and
Jean{-}Fran{\c{c}}ois Raskin and
Luc De Raedt},
title = {Lifted model checking for relational MDPs},
journal = {Mach. Learn.},
volume = {111},
number = {10},
pages = {3797--3838},
year = {2022},
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biburl = {https://dblp.org/rec/journals/ml/YangRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhaiKGZL22,
author = {Tingting Zhai and
Fr{\'{e}}d{\'{e}}ric Koriche and
Yang Gao and
Junwu Zhu and
Bin Li},
title = {Online active classification via margin-based and feature-based label
queries},
journal = {Mach. Learn.},
volume = {111},
number = {6},
pages = {2323--2348},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06133-8},
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biburl = {https://dblp.org/rec/journals/ml/ZhaiKGZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhangHLWLL22,
author = {Chi Zhang and
Benyi Hu and
Yuhang Liuzhang and
Le Wang and
Li Liu and
Yuehu Liu},
title = {Switching: understanding the class-reversed sampling in tail sample
memorization},
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volume = {111},
number = {3},
pages = {1073--1101},
year = {2022},
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biburl = {https://dblp.org/rec/journals/ml/ZhangHLWLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhangHX22,
author = {Shufei Zhang and
Kaizhu Huang and
Zenglin Xu},
title = {Re-thinking model robustness from stability: a new insight to defend
adversarial examples},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2489--2513},
year = {2022},
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biburl = {https://dblp.org/rec/journals/ml/ZhangHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhangLY22,
author = {Yi{-}Feng Zhang and
Fan{-}Ming Luo and
Yang Yu},
title = {Improve generated adversarial imitation learning with reward variance
regularization},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {977--995},
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biburl = {https://dblp.org/rec/journals/ml/ZhangLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangLZSZ22,
author = {Haonan Zhang and
Longjun Liu and
Hengyi Zhou and
Hongbin Sun and
Nanning Zheng},
title = {{CMD:} controllable matrix decomposition with global optimization
for deep neural network compression},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {831--851},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06077-5},
doi = {10.1007/S10994-021-06077-5},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangLZSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhangSYG22,
author = {Chuang Zhang and
Li Shen and
Jian Yang and
Chen Gong},
title = {Towards harnessing feature embedding for robust learning with noisy
labels},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3181--3201},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06197-6},
doi = {10.1007/S10994-022-06197-6},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangSYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangYYCL22,
author = {Huishuai Zhang and
Da Yu and
Mingyang Yi and
Wei Chen and
Tie{-}Yan Liu},
title = {Stabilize deep ResNet with a sharp scaling factor {\(\tau\)}},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3359--3392},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06192-x},
doi = {10.1007/S10994-022-06192-X},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangYYCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouLZ22,
author = {Yi Zhou and
Yingbin Liang and
Huishuai Zhang},
title = {Understanding generalization error of {SGD} in nonconvex optimization},
journal = {Mach. Learn.},
volume = {111},
number = {1},
pages = {345--375},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06056-w},
doi = {10.1007/S10994-021-06056-W},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhouLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AKM21,
author = {Prashanth L. A. and
Nathaniel Korda and
R{\'{e}}mi Munos},
title = {Concentration bounds for temporal difference learning with linear
function approximation: the case of batch data and uniform sampling},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {559--618},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05912-5},
doi = {10.1007/S10994-020-05912-5},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AchenchabeBCD21,
author = {Youssef Achenchabe and
Alexis Bondu and
Antoine Cornu{\'{e}}jols and
Asma Dachraoui},
title = {Early classification of time series},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1481--1504},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05974-z},
doi = {10.1007/S10994-021-05974-Z},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AchenchabeBCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AdewoyinDWHD21,
author = {Rilwan A. Adewoyin and
Peter Dueben and
Peter Watson and
Yulan He and
Ritabrata Dutta},
title = {{TRU-NET:} a deep learning approach to high resolution prediction
of rainfall},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2035--2062},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06022-6},
doi = {10.1007/S10994-021-06022-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AdewoyinDWHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AiMHGS21,
author = {Lun Ai and
Stephen H. Muggleton and
C{\'{e}}line Hocquette and
Mark Gromowski and
Ute Schmid},
title = {Beneficial and harmful explanatory machine learning},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {695--721},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05941-0},
doi = {10.1007/S10994-020-05941-0},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AiMHGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AkrourAP21,
author = {Riad Akrour and
Asma Atamna and
Jan Peters},
title = {Convex optimization with an interpolation-based projection and its
application to deep learning},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2267--2289},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06037-z},
doi = {10.1007/S10994-021-06037-Z},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AkrourAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AkuzawaIM21,
author = {Kei Akuzawa and
Yusuke Iwasawa and
Yutaka Matsuo},
title = {Information-theoretic regularization for learning global features
by sequential {VAE}},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2239--2266},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06032-4},
doi = {10.1007/S10994-021-06032-4},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AkuzawaIM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AndradeO21,
author = {Daniel Andrade and
Yuzuru Okajima},
title = {Adaptive covariate acquisition for minimizing total cost of classification},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {1067--1104},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05958-z},
doi = {10.1007/S10994-021-05958-Z},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AndradeO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AppiceEGT21,
author = {Annalisa Appice and
Sergio Escalera and
Jos{\'{e}} A. G{\'{a}}mez and
Heike Trautmann},
title = {Introduction to the special issue of the {ECML} {PKDD} 2021 journal
track},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2991--2992},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06062-y},
doi = {10.1007/S10994-021-06062-Y},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AppiceEGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BakirovFG21,
author = {Rashid Bakirov and
Damien Fay and
Bogdan Gabrys},
title = {Automated adaptation strategies for stream learning},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1429--1462},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05992-x},
doi = {10.1007/S10994-021-05992-X},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BakirovFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BejDWNW21,
author = {Saptarshi Bej and
Narek Davtyan and
Markus Wolfien and
Mariam Nassar and
Olaf Wolkenhauer},
title = {LoRAS: an oversampling approach for imbalanced datasets},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {279--301},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05913-4},
doi = {10.1007/S10994-020-05913-4},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BejDWNW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BelogolovskyKMT21,
author = {Stav Belogolovsky and
Philip Korsunsky and
Shie Mannor and
Chen Tessler and
Tom Zahavy},
title = {Inverse reinforcement learning in contextual MDPs},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2295--2334},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05984-x},
doi = {10.1007/S10994-021-05984-X},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BelogolovskyKMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BemporadP21,
author = {Alberto Bemporad and
Dario Piga},
title = {Global optimization based on active preference learning with radial
basis functions},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {417--448},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05935-y},
doi = {10.1007/S10994-020-05935-Y},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BemporadP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BenavoliAP21,
author = {Alessio Benavoli and
Dario Azzimonti and
Dario Piga},
title = {A unified framework for closed-form nonparametric regression, classification,
preference and mixed problems with Skew Gaussian Processes},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3095--3133},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06039-x},
doi = {10.1007/S10994-021-06039-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BenavoliAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasOP21,
author = {Dimitris Bertsimas and
Agni Orfanoudaki and
Colin Pawlowski},
title = {Imputation of clinical covariates in time series},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {185--248},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05923-2},
doi = {10.1007/S10994-020-05923-2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasOP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasOW21,
author = {Dimitris Bertsimas and
Agni Orfanoudaki and
Holly M. Wiberg},
title = {Interpretable clustering: an optimization approach},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {89--138},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05896-2},
doi = {10.1007/S10994-020-05896-2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasOW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasPP21,
author = {Dimitris Bertsimas and
Jean Pauphilet and
Bart P. G. Van Parys},
title = {Sparse classification: a scalable discrete optimization perspective},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3177--3209},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06085-5},
doi = {10.1007/S10994-021-06085-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasS21,
author = {Dimitris Bertsimas and
Bartolomeo Stellato},
title = {The voice of optimization},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {249--277},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05893-5},
doi = {10.1007/S10994-020-05893-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BoubekkiKBJ21,
author = {Ahc{\`{e}}ne Boubekki and
Michael Kampffmeyer and
Ulf Brefeld and
Robert Jenssen},
title = {Joint optimization of an autoencoder for clustering and embedding},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1901--1937},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06015-5},
doi = {10.1007/S10994-021-06015-5},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BoubekkiKBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BoukasETBHBWC21,
author = {Ioannis Boukas and
Damien Ernst and
Thibaut Th{\'{e}}ate and
Adrien Bolland and
Alexandre Huynen and
Martin Buchwald and
Christelle Wynants and
Bertrand Corn{\'{e}}lusse},
title = {A deep reinforcement learning framework for continuous intraday market
bidding},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2335--2387},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06020-8},
doi = {10.1007/S10994-021-06020-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BoukasETBHBWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CaiGLSWWG21,
author = {William Cai and
Josh Grossman and
Zhiyuan (Jerry) Lin and
Hao Sheng and
Johnny Tian{-}Zheng Wei and
Joseph Jay Williams and
Sharad Goel},
title = {Bandit algorithms to personalize educational chatbots},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2389--2418},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05983-y},
doi = {10.1007/S10994-021-05983-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CaiGLSWWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CaoLSAZ21,
author = {Yueqi Cao and
Didong Li and
Huafei Sun and
Amir H. Assadi and
Shiqiang Zhang},
title = {Efficient Weingarten map and curvature estimation on manifolds},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1319--1344},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05953-4},
doi = {10.1007/S10994-021-05953-4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CaoLSAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenGZC21,
author = {Jiyu Chen and
Yiwen Guo and
Qianjun Zheng and
Hao Chen},
title = {Protect privacy of deep classification networks by exploiting their
generative power},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {651--674},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05951-6},
doi = {10.1007/S10994-021-05951-6},
timestamp = {Wed, 20 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenGZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenHJHAH21,
author = {Jiaoyan Chen and
Pan Hu and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Ole Magnus Holter and
Denvar Antonyrajah and
Ian Horrocks},
title = {OWL2Vec*: embedding of {OWL} ontologies},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1813--1845},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05997-6},
doi = {10.1007/S10994-021-05997-6},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenHJHAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenLM21,
author = {Kai Chen and
Twan van Laarhoven and
Elena Marchiori},
title = {Gaussian processes with skewed Laplace spectral mixture kernels for
long-term forecasting},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2213--2238},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06031-5},
doi = {10.1007/S10994-021-06031-5},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ConverseCOT21,
author = {Geoffrey A. Converse and
Mariana Curi and
Suely Oliveira and
Jonathan Templin},
title = {Estimation of multidimensional item response theory models with correlated
latent variables using variational autoencoders},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1463--1480},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06005-7},
doi = {10.1007/S10994-021-06005-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ConverseCOT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CropperM21,
author = {Andrew Cropper and
Rolf Morel},
title = {Learning programs by learning from failures},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {801--856},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05934-z},
doi = {10.1007/S10994-020-05934-Z},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DashSV21,
author = {Tirtharaj Dash and
Ashwin Srinivasan and
Lovekesh Vig},
title = {Incorporating symbolic domain knowledge into graph neural networks},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1609--1636},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05966-z},
doi = {10.1007/S10994-021-05966-Z},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DashSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Dulac-ArnoldLML21,
author = {Gabriel Dulac{-}Arnold and
Nir Levine and
Daniel J. Mankowitz and
Jerry Li and
Cosmin Paduraru and
Sven Gowal and
Todd Hester},
title = {Challenges of real-world reinforcement learning: definitions, benchmarks
and analysis},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2419--2468},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05961-4},
doi = {10.1007/S10994-021-05961-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Dulac-ArnoldLML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EmbarSG21,
author = {Varun Embar and
Sriram Srinivasan and
Lise Getoor},
title = {A comparison of statistical relational learning and graph neural networks
for aggregate graph queries},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1847--1866},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06007-5},
doi = {10.1007/S10994-021-06007-5},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EmbarSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FadjaRL21,
author = {Arnaud Nguembang Fadja and
Fabrizio Riguzzi and
Evelina Lamma},
title = {Learning hierarchical probabilistic logic programs},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1637--1693},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06016-4},
doi = {10.1007/S10994-021-06016-4},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FadjaRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FernandesAGA21,
author = {Sofia Fernandes and
M{\'{a}}rio Antunes and
Diogo Gomes and
Rui L. Aguiar},
title = {Misalignment problem in matrix decomposition with missing values},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3157--3175},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05985-w},
doi = {10.1007/S10994-021-05985-W},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FernandesAGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FernandezBC21,
author = {Javier Fern{\'{a}}ndez and
Luke Bornn and
Daniel Cervone},
title = {A framework for the fine-grained evaluation of the instantaneous expected
value of soccer possessions},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1389--1427},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05989-6},
doi = {10.1007/S10994-021-05989-6},
timestamp = {Fri, 23 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FernandezBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GaddWS21,
author = {Charles W. L. Gadd and
Sara Wade and
Akeel A. Shah},
title = {Pseudo-marginal Bayesian inference for Gaussian process latent variable
models},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1105--1143},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05971-2},
doi = {10.1007/S10994-021-05971-2},
timestamp = {Fri, 22 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GaddWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GiffonEKR21,
author = {Luc Giffon and
Valentin Emiya and
Hachem Kadri and
Liva Ralaivola},
title = {QuicK-means: accelerating inference for K-means by learning fast transforms},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {881--905},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05965-0},
doi = {10.1007/S10994-021-05965-0},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GiffonEKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GneccoNS21,
author = {Giorgio Gnecco and
Federico Nutarelli and
Daniela Selvi},
title = {Optimal data collection design in machine learning: the case of the
fixed effects generalized least squares panel data model},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1549--1584},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05976-x},
doi = {10.1007/S10994-021-05976-X},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GneccoNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GoukFPC21,
author = {Henry Gouk and
Eibe Frank and
Bernhard Pfahringer and
Michael J. Cree},
title = {Regularisation of neural networks by enforcing Lipschitz continuity},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {393--416},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05929-w},
doi = {10.1007/S10994-020-05929-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GoukFPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HaddenhorstBH21,
author = {Bj{\"{o}}rn Haddenhorst and
Viktor Bengs and
Eyke H{\"{u}}llermeier},
title = {On testing transitivity in online preference learning},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2063--2084},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06026-2},
doi = {10.1007/S10994-021-06026-2},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HaddenhorstBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HandCK21,
author = {David J. Hand and
Peter Christen and
Nishadi Kirielle},
title = {F*: an interpretable transformation of the F-measure},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {451--456},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05964-1},
doi = {10.1007/S10994-021-05964-1},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HandCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HannaDKWS21,
author = {Josiah P. Hanna and
Siddharth Desai and
Haresh Karnan and
Garrett Warnell and
Peter Stone},
title = {Grounded action transformation for sim-to-real reinforcement learning},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2469--2499},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05982-z},
doi = {10.1007/S10994-021-05982-Z},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HannaDKWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HannaNS21,
author = {Josiah P. Hanna and
Scott Niekum and
Peter Stone},
title = {Importance sampling in reinforcement learning with an estimated behavior
policy},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1267--1317},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05938-9},
doi = {10.1007/S10994-020-05938-9},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HannaNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Heinze-DemlM21,
author = {Christina Heinze{-}Deml and
Nicolai Meinshausen},
title = {Conditional variance penalties and domain shift robustness},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {303--348},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05924-1},
doi = {10.1007/S10994-020-05924-1},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Heinze-DemlM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HendryxRR21,
author = {Emily P. Hendryx and
Beatrice M. Riviere and
Craig G. Rusin},
title = {An extended {DEIM} algorithm for subset selection and class identification},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {621--650},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05954-3},
doi = {10.1007/S10994-021-05954-3},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HendryxRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HullermeierW21,
author = {Eyke H{\"{u}}llermeier and
Willem Waegeman},
title = {Aleatoric and epistemic uncertainty in machine learning: an introduction
to concepts and methods},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {457--506},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05946-3},
doi = {10.1007/S10994-021-05946-3},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HullermeierW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuyukT21,
author = {Alihan H{\"{u}}y{\"{u}}k and
Cem Tekin},
title = {Multi-objective multi-armed bandit with lexicographically ordered
and satisficing objectives},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1233--1266},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05956-1},
doi = {10.1007/S10994-021-05956-1},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuyukT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JiangXWLD21,
author = {Haiyan Jiang and
Haoyi Xiong and
Dongrui Wu and
Ji Liu and
Dejing Dou},
title = {AgFlow: fast model selection of penalized {PCA} via implicit regularization
effects of gradient flow},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2131--2150},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06025-3},
doi = {10.1007/S10994-021-06025-3},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JiangXWLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JungS21,
author = {Jinhong Jung and
Lee Sael},
title = {Correction to: Fast and accurate pseudoinverse with sparse matrix
reordering and incremental approach},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {449},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05933-0},
doi = {10.1007/S10994-020-05933-0},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JungS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JungS21a,
author = {Jinhong Jung and
Lee Sael},
title = {Correction to: Fast and accurate pseudoinverse with sparse matrix
reordering and incremental approach},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {619--620},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05936-x},
doi = {10.1007/S10994-020-05936-X},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JungS21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KangGLSB21,
author = {Bo Kang and
Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {Conditional t-SNE: more informative t-SNE embeddings},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2905--2940},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05917-0},
doi = {10.1007/S10994-020-05917-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KangGLSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KerdoncuffES21,
author = {Tanguy Kerdoncuff and
R{\'{e}}mi Emonet and
Marc Sebban},
title = {Sampled Gromov Wasserstein},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2151--2186},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06035-1},
doi = {10.1007/S10994-021-06035-1},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KerdoncuffES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimMYKC21,
author = {Jungtaek Kim and
Michael McCourt and
Tackgeun You and
Saehoon Kim and
Seungjin Choi},
title = {Bayesian optimization with approximate set kernels},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {857--879},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05949-0},
doi = {10.1007/S10994-021-05949-0},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KimMYKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KlopfensteinV21,
author = {Quentin Klopfenstein and
Samuel Vaiter},
title = {Linear support vector regression with linear constraints},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1939--1974},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06018-2},
doi = {10.1007/S10994-021-06018-2},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KlopfensteinV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KongLL21,
author = {Hao Kong and
Canyi Lu and
Zhouchen Lin},
title = {Tensor Q-rank: new data dependent definition of tensor rank},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1867--1900},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05987-8},
doi = {10.1007/S10994-021-05987-8},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KongLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KopetzkiG21,
author = {Anna{-}Kathrin Kopetzki and
Stephan G{\"{u}}nnemann},
title = {Reachable sets of classifiers and regression models: (non-)robustness
analysis and robust training},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1175--1197},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05973-0},
doi = {10.1007/S10994-021-05973-0},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KopetzkiG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KottkeHSHKS21,
author = {Daniel Kottke and
Marek Herde and
Christoph Sandrock and
Denis Huseljic and
Georg Krempl and
Bernhard Sick},
title = {Toward optimal probabilistic active learning using a Bayesian approach},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1199--1231},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05986-9},
doi = {10.1007/S10994-021-05986-9},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KottkeHSHKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KoziarskiBW21,
author = {Michal Koziarski and
Colin Bellinger and
Michal Wozniak},
title = {{RB-CCR:} Radial-Based Combined Cleaning and Resampling algorithm
for imbalanced data classification},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3059--3093},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06012-8},
doi = {10.1007/S10994-021-06012-8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KoziarskiBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Krawczyk21,
author = {Bartosz Krawczyk},
title = {Tensor decision trees for continual learning from drifting data streams},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3015--3035},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06054-y},
doi = {10.1007/S10994-021-06054-Y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Krawczyk21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KrishnanBFFR21,
author = {Srivatsan Krishnan and
Behzad Boroujerdian and
William Fu and
Aleksandra Faust and
Vijay Janapa Reddi},
title = {Air Learning: a deep reinforcement learning gym for autonomous aerial
robot visual navigation},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2501--2540},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06006-6},
doi = {10.1007/S10994-021-06006-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KrishnanBFFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KrlezaVB21,
author = {Dalibor Krleza and
Boris Vrdoljak and
Mario Brcic},
title = {Statistical hierarchical clustering algorithm for outlier detection
in evolving data streams},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {139--184},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05905-4},
doi = {10.1007/S10994-020-05905-4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KrlezaVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiGLSW21,
author = {Yuxi Li and
Alborz Geramifard and
Lihong Li and
Csaba Szepesv{\'{a}}ri and
Tao Wang},
title = {Guest editorial: special issue on reinforcement learning for real
life},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2291--2293},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06041-3},
doi = {10.1007/S10994-021-06041-3},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiGLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiWOW21,
author = {Ximing Li and
Yang Wang and
Jihong Ouyang and
Meng Wang},
title = {Topic extraction from extremely short texts with variational manifold
regularization},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {1029--1066},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05962-3},
doi = {10.1007/S10994-021-05962-3},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiWOW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiangCWW21,
author = {Jiye Liang and
Junbiao Cui and
Jie Wang and
Wei Wei},
title = {Graph-based semi-supervised learning via improving the quality of
the graph dynamically},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1345--1388},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05975-y},
doi = {10.1007/S10994-021-05975-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiangCWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LikmetaMRTGR21,
author = {Amarildo Likmeta and
Alberto Maria Metelli and
Giorgia Ramponi and
Andrea Tirinzoni and
Matteo Giuliani and
Marcello Restelli},
title = {Dealing with multiple experts and non-stationarity in inverse reinforcement
learning: an application to real-life problems},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2541--2576},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05939-8},
doi = {10.1007/S10994-020-05939-8},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LikmetaMRTGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuSHYS21,
author = {Fanghui Liu and
Lei Shi and
Xiaolin Huang and
Jie Yang and
Johan A. K. Suykens},
title = {Analysis of regularized least-squares in reproducing kernel Kre{\u{\i}}n
spaces},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1145--1173},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05955-2},
doi = {10.1007/S10994-021-05955-2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuSHYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MeliSF21,
author = {Daniele Meli and
Mohan Sridharan and
Paolo Fiorini},
title = {Inductive learning of answer set programs for autonomous surgical
task planning},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1739--1763},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06013-7},
doi = {10.1007/S10994-021-06013-7},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MeliSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MiddlehurstLFLB21,
author = {Matthew Middlehurst and
James Large and
Michael Flynn and
Jason Lines and
Aaron Bostrom and
Anthony J. Bagnall},
title = {{HIVE-COTE} 2.0: a new meta ensemble for time series classification},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3211--3243},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06057-9},
doi = {10.1007/S10994-021-06057-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MiddlehurstLFLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Mizutani21,
author = {Tomohiko Mizutani},
title = {Convex programming based spectral clustering},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {933--964},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05940-1},
doi = {10.1007/S10994-020-05940-1},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Mizutani21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MukhotyDK21,
author = {Bhaskar Mukhoty and
Subhajit Dutta and
Purushottam Kar},
title = {Robust non-parametric regression via incoherent subspace projections},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2941--2989},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06045-z},
doi = {10.1007/S10994-021-06045-Z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MukhotyDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NahshanCBZBBM21,
author = {Yury Nahshan and
Brian Chmiel and
Chaim Baskin and
Evgenii Zheltonozhskii and
Ron Banner and
Alex M. Bronstein and
Avi Mendelson},
title = {Loss aware post-training quantization},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3245--3262},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06053-z},
doi = {10.1007/S10994-021-06053-Z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NahshanCBZBBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenNM21,
author = {Dai Hai Nguyen and
Canh Hao Nguyen and
Hiroshi Mamitsuka},
title = {Learning subtree pattern importance for Weisfeiler-Lehman based graph
kernels},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1585--1607},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05991-y},
doi = {10.1007/S10994-021-05991-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NguyenNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OchandoFH21,
author = {Lidia Contreras Ochando and
C{\`{e}}sar Ferri and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
title = {{AUTOMAT[R]IX:} learning simple matrix pipelines},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {779--799},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05950-7},
doi = {10.1007/S10994-021-05950-7},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OchandoFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PanosDT21,
author = {Aristeidis Panos and
Petros Dellaportas and
Michalis K. Titsias},
title = {Large scale multi-label learning using Gaussian processes},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {965--987},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05952-5},
doi = {10.1007/S10994-021-05952-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PanosDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PatsantzisM21,
author = {Stassa Patsantzis and
Stephen H. Muggleton},
title = {Top program construction and reduction for polynomial time Meta-Interpretive
learning},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {755--778},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05945-w},
doi = {10.1007/S10994-020-05945-W},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PatsantzisM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PintoPN21,
author = {Jos{\'{e}} Pedro Pinto and
Andr{\'{e}} Pimenta and
Paulo Novais},
title = {Deep learning and multivariate time series for cheat detection in
video games},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3037--3057},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06055-x},
doi = {10.1007/S10994-021-06055-X},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PintoPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QianAS21,
author = {Zhaozhi Qian and
Ahmed M. Alaa and
Mihaela van der Schaar},
title = {{CPAS:} the UK's national machine learning-based hospital capacity
planning system for {COVID-19}},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {15--35},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05921-4},
doi = {10.1007/S10994-020-05921-4},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/QianAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RiguzziBZAL21,
author = {Fabrizio Riguzzi and
Elena Bellodi and
Riccardo Zese and
Marco Alberti and
Evelina Lamma},
title = {Probabilistic inductive constraint logic},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {723--754},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05911-6},
doi = {10.1007/S10994-020-05911-6},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RiguzziBZAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RomeCKZ21,
author = {Scott Rome and
Tianwen Chen and
Michael Kreisel and
Ding Zhou},
title = {Lessons on off-policy methods from a notification component of a chatbot},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2577--2602},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05978-9},
doi = {10.1007/S10994-021-05978-9},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RomeCKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchaarAFGSWMJLE21,
author = {Mihaela van der Schaar and
Ahmed M. Alaa and
R. Andres Floto and
Alexander Gimson and
Stefan Scholtes and
Angela M. Wood and
Eoin F. McKinney and
Daniel Jarrett and
Pietro Li{\'{o}} and
Ari Ercole},
title = {How artificial intelligence and machine learning can help healthcare
systems respond to {COVID-19}},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05928-x},
doi = {10.1007/S10994-020-05928-X},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchaarAFGSWMJLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SebertPZGS21,
author = {Arnaud Grivet S{\'{e}}bert and
Rafael Pinot and
Martin Zuber and
C{\'{e}}dric Gouy{-}Pailler and
Renaud Sirdey},
title = {{SPEED:} secure, PrivatE, and efficient deep learning},
journal = {Mach. Learn.},
volume = {110},
number = {4},
pages = {675--694},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05970-3},
doi = {10.1007/S10994-021-05970-3},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SebertPZGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShangLQ0MY21,
author = {Wenjie Shang and
Qingyang Li and
Zhiwei (Tony) Qin and
Yang Yu and
Yiping Meng and
Jieping Ye},
title = {Partially observable environment estimation with uplift inference
for reinforcement learning based recommendation},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2603--2640},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05969-w},
doi = {10.1007/S10994-021-05969-W},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ShangLQ0MY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiBRCRXC21,
author = {Junjie Shi and
Jiang Bian and
Jakob Richter and
Kuan{-}Hsun Chen and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Haoyi Xiong and
Jian{-}Jia Chen},
title = {{MODES:} model-based optimization on distributed embedded systems},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1527--1547},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06014-6},
doi = {10.1007/S10994-021-06014-6},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShiBRCRXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiGHCW21,
author = {Dai Shi and
Junbin Gao and
Xia Hong and
S. T. Boris Choy and
Zhiyong Wang},
title = {Coupling matrix manifolds assisted optimization for optimal transport
problems},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {533--558},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05931-2},
doi = {10.1007/S10994-020-05931-2},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShiGHCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiGLDH21,
author = {Wanli Shi and
Bin Gu and
Xiang Li and
Cheng Deng and
Heng Huang},
title = {Triply stochastic gradient method for large-scale nonlinear similar
unlabeled classification},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2005--2033},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05980-1},
doi = {10.1007/S10994-021-05980-1},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ShiGLDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SkirzynskiBL21,
author = {Julian Skirzynski and
Frederic Becker and
Falk Lieder},
title = {Automatic discovery of interpretable planning strategies},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2641--2683},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05963-2},
doi = {10.1007/S10994-021-05963-2},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SkirzynskiBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SkrljMLP21,
author = {Blaz Skrlj and
Matej Martinc and
Nada Lavrac and
Senja Pollak},
title = {autoBOT: evolving neuro-symbolic representations for explainable low
resource text classification},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {989--1028},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05968-x},
doi = {10.1007/S10994-021-05968-X},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SkrljMLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SourekZK21,
author = {Gustav Sourek and
Filip Zelezn{\'{y}} and
Ondrej Kuzelka},
title = {Beyond graph neural networks with lifted relational neural networks},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1695--1738},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06017-3},
doi = {10.1007/S10994-021-06017-3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SourekZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/StankovaPMP21,
author = {Marija Stankova and
Stiene Praet and
David Martens and
Foster J. Provost},
title = {Node classification over bipartite graphs through projection},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {37--87},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05898-0},
doi = {10.1007/S10994-020-05898-0},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/StankovaPMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SteiningerKDKH21,
author = {Michael Steininger and
Konstantin Kobs and
Padraig Davidson and
Anna Krause and
Andreas Hotho},
title = {Density-based weighting for imbalanced regression},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2187--2211},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06023-5},
doi = {10.1007/S10994-021-06023-5},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SteiningerKDKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuarezGH21,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Ordinal regression with explainable distance metric learning based
on ordered sequences},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2729--2762},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06010-w},
doi = {10.1007/S10994-021-06010-W},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SuarezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TabakTZ21,
author = {Esteban G. Tabak and
Giulio Trigila and
Wenjun Zhao},
title = {Data driven conditional optimal transport},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {3135--3155},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06060-0},
doi = {10.1007/S10994-021-06060-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TabakTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TomkinsLKM21,
author = {Sabina Tomkins and
Peng Liao and
Predrag V. Klasnja and
Susan A. Murphy},
title = {IntelligentPooling: practical Thompson sampling for mHealth},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2685--2727},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05995-8},
doi = {10.1007/S10994-021-05995-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TomkinsLKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Travis-LumerG21,
author = {Yael Travis{-}Lumer and
Yair Goldberg},
title = {Kernel machines for current status data},
journal = {Mach. Learn.},
volume = {110},
number = {2},
pages = {349--391},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05930-3},
doi = {10.1007/S10994-020-05930-3},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Travis-LumerG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TruongL21,
author = {Quoc{-}Tuan Truong and
Hady W. Lauw},
title = {Variational learning from implicit bandit feedback},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2085--2105},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06028-0},
doi = {10.1007/S10994-021-06028-0},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TruongL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VargaftikKOB21,
author = {Shay Vargaftik and
Isaac Keslassy and
Ariel Orda and
Yaniv Ben{-}Itzhak},
title = {{RADE:} resource-efficient supervised anomaly detection using decision
tree-based ensemble methods},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2835--2866},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06047-x},
doi = {10.1007/S10994-021-06047-X},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VargaftikKOB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VourosLCV21,
author = {Avgoustinos Vouros and
Stephen Langdell and
Mike Croucher and
Eleni Vasilaki},
title = {An empirical comparison between stochastic and deterministic centroid
initialisation for K-means variations},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {1975--2003},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06021-7},
doi = {10.1007/S10994-021-06021-7},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/VourosLCV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangGSYCS21,
author = {Wei Wang and
Bing Guo and
Yan Shen and
Han Yang and
Yaosen Chen and
Xinhua Suo},
title = {Robust supervised topic models under label noise},
journal = {Mach. Learn.},
volume = {110},
number = {5},
pages = {907--931},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05967-y},
doi = {10.1007/S10994-021-05967-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangGSYCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WatsonW21,
author = {David S. Watson and
Marvin N. Wright},
title = {Testing conditional independence in supervised learning algorithms},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2107--2129},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06030-6},
doi = {10.1007/S10994-021-06030-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WatsonW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiYWDZ21,
author = {Shaowei Wei and
Guoxian Yu and
Jun Wang and
Carlotta Domeniconi and
Xiangliang Zhang},
title = {Multiple clusterings of heterogeneous information networks},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1505--1526},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06000-y},
doi = {10.1007/S10994-021-06000-Y},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiYWDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WimalawarneM21,
author = {Kishan Wimalawarne and
Hiroshi Mamitsuka},
title = {Reshaped tensor nuclear norms for higher order tensor completion},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {507--531},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05927-y},
doi = {10.1007/S10994-020-05927-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WimalawarneM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangWZZSLS21,
author = {Cong Yang and
Wenfeng Wang and
Yunhui Zhang and
Zhikai Zhang and
Lina Shen and
Yipeng Li and
John See},
title = {MLife: a lite framework for machine learning lifecycle initialization},
journal = {Mach. Learn.},
volume = {110},
number = {11},
pages = {2993--3013},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06052-0},
doi = {10.1007/S10994-021-06052-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangWZZSLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YoshidaTK21,
author = {Tomoki Yoshida and
Ichiro Takeuchi and
Masayuki Karasuyama},
title = {Distance metric learning for graph structured data},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1765--1811},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06009-3},
doi = {10.1007/S10994-021-06009-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YoshidaTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangZL21,
author = {Xiaomin Zhang and
Xiaojin Zhu and
Po{-}Ling Loh},
title = {Provable training set debugging for linear regression},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2763--2834},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06040-4},
doi = {10.1007/S10994-021-06040-4},
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@article{DBLP:journals/ml/ZhaoPACLH21,
author = {Xing Zhao and
Manos Papagelis and
Aijun An and
Bao Xin Chen and
Junfeng Liu and
Yonggang Hu},
title = {ZipLine: an optimized algorithm for the elastic bulk synchronous parallel
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volume = {110},
number = {10},
pages = {2867--2903},
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@article{DBLP:journals/ml/AbdallahG20,
author = {Zahraa S. Abdallah and
Mohamed Medhat Gaber},
title = {Co-eye: a multi-resolution ensemble classifier for symbolically approximated
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volume = {109},
number = {11},
pages = {2029--2061},
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timestamp = {Fri, 14 May 2021 01:00:00 +0200},
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@article{DBLP:journals/ml/AfrabandpeyPPVK20,
author = {Homayun Afrabandpey and
Tomi Peltola and
Juho Piironen and
Aki Vehtari and
Samuel Kaski},
title = {A decision-theoretic approach for model interpretability in Bayesian
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volume = {109},
number = {9-10},
pages = {1855--1876},
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doi = {10.1007/S10994-020-05901-8},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AfrabandpeyPPVK20.bib},
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@article{DBLP:journals/ml/AhmedVS20,
author = {Mohamed Osama Ahmed and
Sharan Vaswani and
Mark Schmidt},
title = {Combining Bayesian optimization and Lipschitz optimization},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {79--102},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05833-y},
doi = {10.1007/S10994-019-05833-Y},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AhmedVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/AssentDGH20,
author = {Ira Assent and
Carlotta Domeniconi and
Aristides Gionis and
Eyke H{\"{u}}llermeier},
title = {Introduction to the special issue of the {ECML} {PKDD} 2020 journal
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journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1697--1698},
year = {2020},
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doi = {10.1007/S10994-020-05907-2},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AssentDGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/BauvinCRL20,
author = {Baptiste Bauvin and
C{\'{e}}cile Capponi and
Jean{-}Francis Roy and
Fran{\c{c}}ois Laviolette},
title = {Fast greedy \emph{C}-bound minimization with guarantees},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1945--1986},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05902-7},
doi = {10.1007/S10994-020-05902-7},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BauvinCRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/BekkerD20,
author = {Jessa Bekker and
Jesse Davis},
title = {Learning from positive and unlabeled data: a survey},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {719--760},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05877-5},
doi = {10.1007/S10994-020-05877-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BekkerD20.bib},
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@article{DBLP:journals/ml/BenavoliAP20,
author = {Alessio Benavoli and
Dario Azzimonti and
Dario Piga},
title = {Skew Gaussian processes for classification},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1877--1902},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05906-3},
doi = {10.1007/S10994-020-05906-3},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BenavoliAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/BertsimasP20,
author = {Dimitris Bertsimas and
Bart P. G. Van Parys},
title = {Sparse hierarchical regression with polynomials},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {973--997},
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url = {https://doi.org/10.1007/s10994-020-05868-6},
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timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasP20.bib},
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@article{DBLP:journals/ml/BioglioRP20,
author = {Livio Bioglio and
Valentina Rho and
Ruggero G. Pensa},
title = {Ranking by inspiration: a network science approach},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1205--1229},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05828-9},
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biburl = {https://dblp.org/rec/journals/ml/BioglioRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/BougieI20,
author = {Nicolas Bougie and
Ryutaro Ichise},
title = {Skill-based curiosity for intrinsically motivated reinforcement learning},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {493--512},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05845-8},
doi = {10.1007/S10994-019-05845-8},
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biburl = {https://dblp.org/rec/journals/ml/BougieI20.bib},
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@article{DBLP:journals/ml/CanoK20,
author = {Alberto Cano and
Bartosz Krawczyk},
title = {Kappa Updated Ensemble for drifting data stream mining},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {175--218},
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url = {https://doi.org/10.1007/s10994-019-05840-z},
doi = {10.1007/S10994-019-05840-Z},
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biburl = {https://dblp.org/rec/journals/ml/CanoK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/CerqueiraTM20,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Igor Mozetic},
title = {Evaluating time series forecasting models: an empirical study on performance
estimation methods},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1997--2028},
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url = {https://doi.org/10.1007/s10994-020-05910-7},
doi = {10.1007/S10994-020-05910-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ChangVMUM20,
author = {Haw{-}Shiuan Chang and
Shankar Vembu and
Sunil Mohan and
Rheeya Uppaal and
Andrew McCallum},
title = {Using error decay prediction to overcome practical issues of deep
active learning for named entity recognition},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1749--1778},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05897-1},
doi = {10.1007/S10994-020-05897-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChangVMUM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/Chehreghani20,
author = {Morteza Haghir Chehreghani},
title = {Unsupervised representation learning with Minimax distance measures},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2063--2097},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05886-4},
doi = {10.1007/S10994-020-05886-4},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Chehreghani20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ChehreghaniC20,
author = {Morteza Haghir Chehreghani and
Mostafa Haghir Chehreghani},
title = {Learning representations from dendrograms},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1779--1802},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05895-3},
doi = {10.1007/S10994-020-05895-3},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChehreghaniC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenTLS20,
author = {Si{-}An Chen and
Voot Tangkaratt and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Active deep Q-learning with demonstration},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1699--1725},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05849-4},
doi = {10.1007/S10994-019-05849-4},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChenTLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ConnamacherPLR20,
author = {Harold S. Connamacher and
Nikil Pancha and
Rui Liu and
Soumya Ray},
title = {Rankboost+: an improvement to Rankboost},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {51--78},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05826-x},
doi = {10.1007/S10994-019-05826-X},
timestamp = {Mon, 08 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ConnamacherPLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/CropperEL20,
author = {Andrew Cropper and
Richard Evans and
Mark Law},
title = {Inductive general game playing},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1393--1434},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05843-w},
doi = {10.1007/S10994-019-05843-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperEL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/CropperMM20,
author = {Andrew Cropper and
Rolf Morel and
Stephen H. Muggleton},
title = {Learning higher-order logic programs},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1289--1322},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05862-7},
doi = {10.1007/S10994-019-05862-7},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/CropperT20,
author = {Andrew Cropper and
Sophie Tourret},
title = {Logical reduction of metarules},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1323--1369},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05834-x},
doi = {10.1007/S10994-019-05834-X},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/DesanaS20,
author = {Mattia Desana and
Christoph Schn{\"{o}}rr},
title = {Sum-product graphical models},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {135--173},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05813-2},
doi = {10.1007/S10994-019-05813-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DesanaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/EngelenH20,
author = {Jesper E. van Engelen and
Holger H. Hoos},
title = {A survey on semi-supervised learning},
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volume = {109},
number = {2},
pages = {373--440},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05855-6},
doi = {10.1007/S10994-019-05855-6},
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biburl = {https://dblp.org/rec/journals/ml/EngelenH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/Escalante-BW20,
author = {Alberto N. Escalante{-}B. and
Laurenz Wiskott},
title = {Improved graph-based {SFA:} information preservation complements the
slowness principle},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {999--1037},
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doi = {10.1007/S10994-019-05860-9},
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biburl = {https://dblp.org/rec/journals/ml/Escalante-BW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/Flach20,
author = {Peter A. Flach},
title = {Reflections on reciprocity in research},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1281--1285},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05892-6},
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timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Flach20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/FurnkranzKP20,
author = {Johannes F{\"{u}}rnkranz and
Tom{\'{a}}s Kliegr and
Heiko Paulheim},
title = {On cognitive preferences and the plausibility of rule-based models},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {853--898},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05856-5},
doi = {10.1007/S10994-019-05856-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FurnkranzKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/GrinbergOK20,
author = {Nastasiya F. Grinberg and
Oghenejokpeme I. Orhobor and
Ross D. King},
title = {An evaluation of machine-learning for predicting phenotype: studies
in yeast, rice, and wheat},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {251--277},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05848-5},
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timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GrinbergOK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/HalbersbergWL20,
author = {Dan Halbersberg and
Maydan Wienreb and
Boaz Lerner},
title = {Joint maximization of accuracy and information for learning the structure
of a Bayesian network classifier},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1039--1099},
year = {2020},
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biburl = {https://dblp.org/rec/journals/ml/HalbersbergWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/HanKL20,
author = {Sunwoo Han and
Hyunjoong Kim and
Yung{-}Seop Lee},
title = {Double random forest},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1569--1586},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05889-1},
doi = {10.1007/S10994-020-05889-1},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/HeDZYHL20,
author = {Jia He and
Changying Du and
Fuzhen Zhuang and
Xin Yin and
Qing He and
Guoping Long},
title = {Online Bayesian max-margin subspace learning for multi-view classification
and regression},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {219--249},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05853-8},
doi = {10.1007/S10994-019-05853-8},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HeDZYHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/HuangLWZM20,
author = {Feicheng Huang and
Zhixin Li and
Haiyang Wei and
Canlong Zhang and
Huifang Ma},
title = {Boost image captioning with knowledge reasoning},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2313--2332},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05919-y},
doi = {10.1007/S10994-020-05919-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuangLWZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/IwataTTU20,
author = {Tomoharu Iwata and
Machiko Toyoda and
Shotaro Tora and
Naonori Ueda},
title = {Anomaly detection with inexact labels},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1617--1633},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05880-w},
doi = {10.1007/S10994-020-05880-W},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IwataTTU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/JanischPL20,
author = {Jarom{\'{\i}}r Janisch and
Tom{\'{a}}s Pevn{\'{y}} and
Viliam Lis{\'{y}}},
title = {Classification with costly features as a sequential decision-making
problem},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1587--1615},
year = {2020},
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doi = {10.1007/S10994-020-05874-8},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JanischPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JungS20,
author = {Jinhong Jung and
Lee Sael},
title = {Fast and accurate pseudoinverse with sparse matrix reordering and
incremental approach},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2333--2347},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05920-5},
doi = {10.1007/S10994-020-05920-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JungS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/KapoorSL20,
author = {Sarang Kapoor and
Dhish Kumar Saxena and
Matthijs van Leeuwen},
title = {Discovering subjectively interesting multigraph patterns},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1669--1696},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05873-9},
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biburl = {https://dblp.org/rec/journals/ml/KapoorSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/KazakovZ20,
author = {Dimitar Kazakov and
Filip Zelezn{\'{y}}},
title = {Guest editors' introduction: special issue on Inductive Logic Programming
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journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1287--1288},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05891-7},
doi = {10.1007/S10994-020-05891-7},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KazakovZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KhandagaleXB20,
author = {Sujay Khandagale and
Han Xiao and
Rohit Babbar},
title = {Bonsai: diverse and shallow trees for extreme multi-label classification},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2099--2119},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05888-2},
doi = {10.1007/S10994-020-05888-2},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KhandagaleXB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KidaKUY20,
author = {Takuya Kida and
Tetsuji Kuboyama and
Takeaki Uno and
Akihiro Yamamoto},
title = {Guest Editorial: Special issue on Discovery Science},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1145--1146},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05883-7},
doi = {10.1007/S10994-020-05883-7},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KidaKUY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimB20,
author = {Kee{-}Eung Kim and
Vineeth N. Balasubramanian},
title = {Foreword: special issue for the journal track of the 12th Asian conference
on machine learning {(ACML} 2020)},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2243--2245},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05925-0},
doi = {10.1007/S10994-020-05925-0},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KimB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimZ20,
author = {Kee{-}Eung Kim and
Jun Zhu},
title = {Foreword: special issue for the journal track of the 11th Asian Conference
on Machine Learning {(ACML} 2019)},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {441--443},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05875-7},
doi = {10.1007/S10994-020-05875-7},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KimZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KiranK20,
author = {Mariam Kiran and
Samir Khan},
title = {Editorial: Machine learning for safety-critical applications in engineering},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1101--1102},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05876-6},
doi = {10.1007/S10994-020-05876-6},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KiranK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KiranWPMD20,
author = {Mariam Kiran and
Cong Wang and
George Papadimitriou and
Anirban Mandal and
Ewa Deelman},
title = {Detecting anomalous packets in network transfers: investigations using
PCA, autoencoder and isolation forest in {TCP}},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1127--1143},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05870-y},
doi = {10.1007/S10994-020-05870-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KiranWPMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KocevCS20,
author = {Dragi Kocev and
Michelangelo Ceci and
Tomaz Stepisnik},
title = {Ensembles of extremely randomized predictive clustering trees for
predicting structured outputs},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2213--2241},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05894-4},
doi = {10.1007/S10994-020-05894-4},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KocevCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KolbTDR20,
author = {Samuel Kolb and
Stefano Teso and
Anton Dries and
Luc De Raedt},
title = {Predictive spreadsheet autocompletion with constraints},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {307--325},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05841-y},
doi = {10.1007/S10994-019-05841-Y},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KolbTDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KovarikL20,
author = {Vojtech Kovar{\'{\i}}k and
Viliam Lis{\'{y}}},
title = {Analysis of Hannan consistent selection for Monte Carlo tree search
in simultaneous move games},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {1--50},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05832-z},
doi = {10.1007/S10994-019-05832-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KovarikL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuwajimaYN20,
author = {Hiroshi Kuwajima and
Hirotoshi Yasuoka and
Toshihiro Nakae},
title = {Engineering problems in machine learning systems},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1103--1126},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05872-w},
doi = {10.1007/S10994-020-05872-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuwajimaYN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KwonKSP20,
author = {Yongchan Kwon and
Wonyoung Kim and
Masashi Sugiyama and
Myunghee Cho Paik},
title = {Principled analytic classifier for positive-unlabeled learning via
weighted integral probability metric},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {513--532},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05836-9},
doi = {10.1007/S10994-019-05836-9},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KwonKSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LavracSR20,
author = {Nada Lavrac and
Blaz Skrlj and
Marko Robnik{-}Sikonja},
title = {Propositionalization and embeddings: two sides of the same coin},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1465--1507},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05890-8},
doi = {10.1007/S10994-020-05890-8},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LavracSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LecueLM20,
author = {Guillaume Lecu{\'{e}} and
Matthieu Lerasle and
Timoth{\'{e}}e Mathieu},
title = {Robust classification via {MOM} minimization},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1635--1665},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05863-6},
doi = {10.1007/S10994-019-05863-6},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LecueLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LecueLM20a,
author = {Guillaume Lecu{\'{e}} and
Matthieu Lerasle and
Timoth{\'{e}}e Mathieu},
title = {Correction to: Robust classification via {MOM} minimization},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1667},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05885-5},
doi = {10.1007/S10994-020-05885-5},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LecueLM20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeeC20,
author = {Ching{-}Pei Lee and
Kai{-}Wei Chang},
title = {Distributed block-diagonal approximation methods for regularized empirical
risk minimization},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {813--852},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05859-2},
doi = {10.1007/S10994-019-05859-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LeeC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiL20,
author = {Huan Li and
Zhouchen Lin},
title = {Provable accelerated gradient method for nonconvex low rank optimization},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {103--134},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05819-w},
doi = {10.1007/S10994-019-05819-W},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ManukyanC20,
author = {Art{\"{u}}r Manukyan and
Elvan Ceyhan},
title = {Classification using proximity catch digraphs},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {761--811},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05878-4},
doi = {10.1007/S10994-020-05878-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ManukyanC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoriconiDK20,
author = {Riccardo Moriconi and
Marc Peter Deisenroth and
K. S. Sesh Kumar},
title = {High-dimensional Bayesian optimization using low-dimensional feature
spaces},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1925--1943},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05899-z},
doi = {10.1007/S10994-020-05899-Z},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoriconiDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NishiyamaKGF20,
author = {Yu Nishiyama and
Motonobu Kanagawa and
Arthur Gretton and
Kenji Fukumizu},
title = {Model-based kernel sum rule: kernel Bayesian inference with probabilistic
models},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {939--972},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05852-9},
doi = {10.1007/S10994-019-05852-9},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NishiyamaKGF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OrhoborAK20,
author = {Oghenejokpeme I. Orhobor and
Nickolai N. Alexandrov and
Ross D. King},
title = {Predicting rice phenotypes with meta and multi-target learning},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2195--2212},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05881-9},
doi = {10.1007/S10994-020-05881-9},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OrhoborAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OsojnikPD20,
author = {Aljaz Osojnik and
Pance Panov and
Saso Dzeroski},
title = {Incremental predictive clustering trees for online semi-supervised
multi-target regression},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2121--2139},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05918-z},
doi = {10.1007/S10994-020-05918-Z},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OsojnikPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OtaniOKS20,
author = {Naoya Otani and
Yosuke Otsubo and
Tetsuya Koike and
Masashi Sugiyama},
title = {Binary classification with ambiguous training data},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2369--2388},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05915-2},
doi = {10.1007/S10994-020-05915-2},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OtaniOKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PesceM20,
author = {Emanuele Pesce and
Giovanni Montana},
title = {Improving coordination in small-scale multi-agent deep reinforcement
learning through memory-driven communication},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1727--1747},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05864-5},
doi = {10.1007/S10994-019-05864-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PesceM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetkovicDK20,
author = {Matej Petkovic and
Saso Dzeroski and
Dragi Kocev},
title = {Multi-label feature ranking with ensemble methods},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2141--2159},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05908-1},
doi = {10.1007/S10994-020-05908-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetkovicDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetkovicKD20,
author = {Matej Petkovic and
Dragi Kocev and
Saso Dzeroski},
title = {Feature ranking for multi-target regression},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1179--1204},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05829-8},
doi = {10.1007/S10994-019-05829-8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetkovicKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PioCPM20,
author = {Gianvito Pio and
Michelangelo Ceci and
Francesca Prisciandaro and
Donato Malerba},
title = {Exploiting causality in gene network reconstruction based on graph
embedding},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1231--1279},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05861-8},
doi = {10.1007/S10994-019-05861-8},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PioCPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Provost20,
author = {Foster J. Provost},
title = {In memory of Tom Fawcett},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1987--1992},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05909-0},
doi = {10.1007/S10994-020-05909-0},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Provost20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RibeiroM20,
author = {Rita P. Ribeiro and
Nuno Moniz},
title = {Imbalanced regression and extreme value prediction},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1803--1835},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05900-9},
doi = {10.1007/S10994-020-05900-9},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RibeiroM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RivolliRSPC20,
author = {Adriano Rivolli and
Jesse Read and
Carlos Soares and
Bernhard Pfahringer and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {An empirical analysis of binary transformation strategies and base
algorithms for multi-label learning},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1509--1563},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05879-3},
doi = {10.1007/S10994-020-05879-3},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RivolliRSPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SantosPZ20,
author = {Rodrigo Azevedo Santos and
Aline Paes and
Gerson Zaverucha},
title = {Transfer learning by mapping and revising boosted relational dependency
networks},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1435--1463},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05871-x},
doi = {10.1007/S10994-020-05871-X},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SantosPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SarkarBG20,
author = {Soham Sarkar and
Rahul Biswas and
Anil Kumar Ghosh},
title = {On some graph-based two-sample tests for high dimension, low sample
size data},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {279--306},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05857-4},
doi = {10.1007/S10994-019-05857-4},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SarkarBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SechidisAPCWB20,
author = {Konstantinos Sechidis and
Laura Azzimonti and
Adam Craig Pocock and
Giorgio Corani and
James Weatherall and
Gavin Brown},
title = {Correction to: Efficient feature selection using shrinkage estimators},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1565--1567},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05884-6},
doi = {10.1007/S10994-020-05884-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SechidisAPCWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SimpsonG20,
author = {Edwin Simpson and
Iryna Gurevych},
title = {Scalable Bayesian preference learning for crowds},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {689--718},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05867-2},
doi = {10.1007/S10994-019-05867-2},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SimpsonG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SkrljKL20,
author = {Blaz Skrlj and
Jan Kralj and
Nada Lavrac},
title = {Embedding-based Silhouette community detection},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2161--2193},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05882-8},
doi = {10.1007/S10994-020-05882-8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SkrljKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SoldatovaV20,
author = {Larisa N. Soldatova and
Joaquin Vanschoren},
title = {Guest editors' introduction to the special issue on Discovery Science},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1993--1995},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05922-3},
doi = {10.1007/S10994-020-05922-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SoldatovaV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SongKKL20,
author = {Hwanjun Song and
Sundong Kim and
Minseok Kim and
Jae{-}Gil Lee},
title = {Ada-boundary: accelerating {DNN} training via adaptive boundary batch
selection},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1837--1853},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05903-6},
doi = {10.1007/S10994-020-05903-6},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SongKKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/SrinivasanVS20,
author = {Ashwin Srinivasan and
Lovekesh Vig and
Gautam Shroff},
title = {Constructing generative logical models for optimisation problems using
domain knowledge},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1371--1392},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05842-x},
doi = {10.1007/S10994-019-05842-X},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SrinivasanVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TabakTZ20,
author = {Esteban G. Tabak and
Giulio Trigila and
Wenjun Zhao},
title = {Conditional density estimation and simulation through optimal transport},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {665--688},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05866-3},
doi = {10.1007/S10994-019-05866-3},
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biburl = {https://dblp.org/rec/journals/ml/TabakTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/TabataNHK20,
author = {Koji Tabata and
Atsuyoshi Nakamura and
Junya Honda and
Tamiki Komatsuzaki},
title = {A bad arm existence checking problem: How to utilize asymmetric problem
structure?},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {327--372},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05854-7},
doi = {10.1007/S10994-019-05854-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TabataNHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TanTJZ20,
author = {Zhi{-}Hao Tan and
Peng Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Multi-label optimal margin distribution machine},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {623--642},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05837-8},
doi = {10.1007/S10994-019-05837-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanTJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TraboldHW20,
author = {Daniel Trabold and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Effective approximation of parametrized closure systems over transactional
data streams},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1147--1177},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05827-w},
doi = {10.1007/S10994-019-05827-W},
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biburl = {https://dblp.org/rec/journals/ml/TraboldHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangGLX20,
author = {Di Wang and
Xiangyu Guo and
Shi Li and
Jinhui Xu},
title = {Robust high dimensional expectation maximization algorithm via trimmed
hard thresholding},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2283--2311},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05926-z},
doi = {10.1007/S10994-020-05926-Z},
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biburl = {https://dblp.org/rec/journals/ml/WangGLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangQL20,
author = {Jieting Wang and
Yuhua Qian and
Feijiang Li},
title = {Learning with mitigating random consistency from the accuracy measure},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2247--2281},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05914-3},
doi = {10.1007/S10994-020-05914-3},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangZYHJ20,
author = {Lu Wang and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh and
Yuan Jiang},
title = {Spanning attack: reinforce black-box attacks with unlabeled data},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2349--2368},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05916-1},
doi = {10.1007/S10994-020-05916-1},
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biburl = {https://dblp.org/rec/journals/ml/WangZYHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/YangZLZJ20,
author = {Tianbao Yang and
Lijun Zhang and
Qihang Lin and
Shenghuo Zhu and
Rong Jin},
title = {High-dimensional model recovery from random sketched data by exploring
intrinsic sparsity},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {899--938},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05865-4},
doi = {10.1007/S10994-019-05865-4},
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biburl = {https://dblp.org/rec/journals/ml/YangZLZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YeSZ20,
author = {Han{-}Jia Ye and
Xiang{-}Rong Sheng and
De{-}Chuan Zhan},
title = {Few-shot learning with adaptively initialized task optimizer: a practical
meta-learning approach},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {643--664},
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url = {https://doi.org/10.1007/s10994-019-05838-7},
doi = {10.1007/S10994-019-05838-7},
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biburl = {https://dblp.org/rec/journals/ml/YeSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YokoiOS20,
author = {Soma Yokoi and
Takuma Otsuka and
Issei Sato},
title = {Weak approximation of transformed stochastic gradient {MCMC}},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1903--1923},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05904-5},
doi = {10.1007/S10994-020-05904-5},
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biburl = {https://dblp.org/rec/journals/ml/YokoiOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YuanLCZ20,
author = {Longhao Yuan and
Chao Li and
Jianting Cao and
Qibin Zhao},
title = {Rank minimization on tensor ring: an efficient approach for tensor
decomposition and completion},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {603--622},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05846-7},
doi = {10.1007/S10994-019-05846-7},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YuanLCZ20.bib},
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@article{DBLP:journals/ml/ZhaoCZ20,
author = {Peng Zhao and
Le{-}Wen Cai and
Zhi{-}Hua Zhou},
title = {Handling concept drift via model reuse},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {533--568},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05835-w},
doi = {10.1007/S10994-019-05835-W},
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biburl = {https://dblp.org/rec/journals/ml/ZhaoCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhouCP20,
author = {Qiang Zhou and
Yu Chen and
Sinno Jialin Pan},
title = {Communication-efficient distributed multi-task learning with matrix
sparsity regularization},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {569--601},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05847-6},
doi = {10.1007/S10994-019-05847-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/ZhugeHPY20,
author = {Wenzhang Zhuge and
Chenping Hou and
Shaoliang Peng and
Dongyun Yi},
title = {Joint consensus and diversity for multi-view semi-supervised classification},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {445--465},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05844-9},
doi = {10.1007/S10994-019-05844-9},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhugeHPY20.bib},
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@article{DBLP:journals/ml/ZouCZG20,
author = {Difan Zou and
Yuan Cao and
Dongruo Zhou and
Quanquan Gu},
title = {Gradient descent optimizes over-parameterized deep ReLU networks},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {467--492},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05839-6},
doi = {10.1007/S10994-019-05839-6},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZouCZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AdamskiyBDK19,
author = {Dmitry Adamskiy and
Anthony Bellotti and
Raisa Dzhamtyrova and
Yuri Kalnishkan},
title = {Aggregating Algorithm for prediction of packs},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1231--1260},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5769-2},
doi = {10.1007/S10994-018-5769-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AdamskiyBDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/AravkinBP19,
author = {Aleksandr Y. Aravkin and
Giulio Bottegal and
Gianluigi Pillonetto},
title = {Boosting as a kernel-based method},
journal = {Mach. Learn.},
volume = {108},
number = {11},
pages = {1951--1974},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05797-z},
doi = {10.1007/S10994-019-05797-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AravkinBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AtanZFS19,
author = {Onur Atan and
William R. Zame and
Qiaojun Feng and
Mihaela van der Schaar},
title = {Constructing effective personalized policies using counterfactual
inference from biased data sets with many features},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {945--970},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5768-3},
doi = {10.1007/S10994-018-5768-3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AtanZFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BabbarS19,
author = {Rohit Babbar and
Bernhard Sch{\"{o}}lkopf},
title = {Data scarcity, robustness and extreme multi-label classification},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1329--1351},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05791-5},
doi = {10.1007/S10994-019-05791-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BabbarS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BaxWT19,
author = {Eric Bax and
Lingjie Weng and
Xu Tian},
title = {Speculate-correct error bounds for k-nearest neighbor classifiers},
journal = {Mach. Learn.},
volume = {108},
number = {12},
pages = {2087--2111},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05814-1},
doi = {10.1007/S10994-019-05814-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BaxWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BerrarLD19,
author = {Daniel Berrar and
Philippe Lopes and
Werner Dubitzky},
title = {Incorporating domain knowledge in machine learning for soccer outcome
prediction},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {97--126},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5747-8},
doi = {10.1007/S10994-018-5747-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BerrarLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BerrarLDD19,
author = {Daniel Berrar and
Philippe Lopes and
Jesse Davis and
Werner Dubitzky},
title = {Guest editorial: special issue on machine learning for soccer},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {1--7},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5763-8},
doi = {10.1007/S10994-018-5763-8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BerrarLDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BiauCR19,
author = {G{\'{e}}rard Biau and
Beno{\^{\i}}t Cadre and
Laurent Rouv{\`{\i}}{\`{e}}re},
title = {Accelerated gradient boosting},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {971--992},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05787-1},
doi = {10.1007/S10994-019-05787-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BiauCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BorgwardtLTU19,
author = {Karsten M. Borgwardt and
Po{-}Ling Loh and
Evimaria Terzi and
Antti Ukkonen},
title = {Introduction to the special issue for the {ECML} {PKDD} 2019 journal
track},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1191--1192},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05831-0},
doi = {10.1007/S10994-019-05831-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BorgwardtLTU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BoulleCL19,
author = {Marc Boull{\'{e}} and
Cl{\'{e}}ment Charnay and
Nicolas Lachiche},
title = {A scalable robust and automatic propositionalization approach for
Bayesian classification of large mixed numerical and categorical data},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {229--266},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5746-9},
doi = {10.1007/S10994-018-5746-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BoulleCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrankovicP19,
author = {Aida Brankovic and
Luigi Piroddi},
title = {A distributed feature selection scheme with partial information sharing},
journal = {Mach. Learn.},
volume = {108},
number = {11},
pages = {2009--2034},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05809-y},
doi = {10.1007/S10994-019-05809-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BrankovicP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrefeldLM19,
author = {Ulf Brefeld and
Jan Lasek and
Sebastian Mair},
title = {Probabilistic movement models and zones of control},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {127--147},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5725-1},
doi = {10.1007/S10994-018-5725-1},
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biburl = {https://dblp.org/rec/journals/ml/BrefeldLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTPS19,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
F{\'{a}}bio Pinto and
Carlos Soares},
title = {Arbitrage of forecasting experts},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {913--944},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-05774-y},
doi = {10.1007/S10994-018-05774-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Cherubin19,
author = {Giovanni Cherubin},
title = {Majority vote ensembles of conformal predictors},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {475--488},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5752-y},
doi = {10.1007/S10994-018-5752-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Cherubin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChuHL19,
author = {Hong{-}Min Chu and
Kuan{-}Hao Huang and
Hsuan{-}Tien Lin},
title = {Dynamic principal projection for cost-sensitive online multi-label
classification},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1193--1230},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5773-6},
doi = {10.1007/S10994-018-5773-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChuHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Constantinou19,
author = {Anthony C. Constantinou},
title = {Dolores: a model that predicts football match outcomes from all over
the world},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {49--75},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5703-7},
doi = {10.1007/S10994-018-5703-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Constantinou19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CousinsR19,
author = {Cyrus Cousins and
Matteo Riondato},
title = {CaDET: interpretable parametric conditional density estimation with
decision trees and forests},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1613--1634},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05820-3},
doi = {10.1007/S10994-019-05820-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CousinsR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/CowenSC19,
author = {Benjamin Cowen and
Apoorva Nandini Saridena and
Anna Choromanska},
title = {{LSALSA:} accelerated source separation via learned sparse coding},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1307--1327},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05812-3},
doi = {10.1007/S10994-019-05812-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CowenSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CropperM19,
author = {Andrew Cropper and
Stephen H. Muggleton},
title = {Learning efficient logic programs},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1063--1083},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5712-6},
doi = {10.1007/S10994-018-5712-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CropperM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CsajiK19,
author = {Bal{\'{a}}zs Csan{\'{a}}d Cs{\'{a}}ji and
Kriszti{\'{a}}n Bal{\'{a}}zs Kis},
title = {Distribution-free uncertainty quantification for kernel methods by
gradient perturbations},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1677--1699},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05822-1},
doi = {10.1007/S10994-019-05822-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CsajiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DahlB19,
author = {Astrid Dahl and
Edwin V. Bonilla},
title = {Grouped Gaussian processes for solar power prediction},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1287--1306},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05808-z},
doi = {10.1007/S10994-019-05808-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DahlB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DoTNV19,
author = {Kien Do and
Truyen Tran and
Thin Nguyen and
Svetha Venkatesh},
title = {Attentional multilabel learning over graphs: a message passing approach},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1757--1781},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05782-6},
doi = {10.1007/S10994-019-05782-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DoTNV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DubitzkyLDB19,
author = {Werner Dubitzky and
Philippe Lopes and
Jesse Davis and
Daniel Berrar},
title = {The Open International Soccer Database for machine learning},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {9--28},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5726-0},
doi = {10.1007/S10994-018-5726-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DubitzkyLDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EggelingGK19,
author = {Ralf Eggeling and
Ivo Grosse and
Mikko Koivisto},
title = {Algorithms for learning parsimonious context trees},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {879--911},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5770-9},
doi = {10.1007/S10994-018-5770-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EggelingGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EliadesLKP19,
author = {Charalambos Eliades and
Ladislav Lenc and
Pavel Kr{\'{a}}l and
Harris Papadopoulos},
title = {Automatic face recognition with well-calibrated confidence measures},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {511--534},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5756-7},
doi = {10.1007/S10994-018-5756-7},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EliadesLKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EvangelopoulosB19,
author = {Xenophon Evangelopoulos and
Austin J. Brockmeier and
Tingting Mu and
John Yannis Goulermas},
title = {Continuation methods for approximate large scale object sequencing},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {595--626},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5764-7},
doi = {10.1007/S10994-018-5764-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EvangelopoulosB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FadjaR19,
author = {Arnaud Nguembang Fadja and
Fabrizio Riguzzi},
title = {Lifted discriminative learning of probabilistic logic programs},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1111--1135},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5750-0},
doi = {10.1007/S10994-018-5750-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FadjaR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FarooqS19,
author = {Muhammad Farooq and
Ingo Steinwart},
title = {Learning rates for kernel-based expectile regression},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {203--227},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5762-9},
doi = {10.1007/S10994-018-5762-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FarooqS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GammermanVBC19,
author = {Alexander Gammerman and
Vladimir Vovk and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal and probabilistic prediction with applications: editorial},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {379--380},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5761-x},
doi = {10.1007/S10994-018-5761-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GammermanVBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GebhardtKN19,
author = {Gregor H. W. Gebhardt and
Andras Gabor Kupcsik and
Gerhard Neumann},
title = {The kernel Kalman rule - Efficient nonparametric inference by recursive
least-squares and subspace projections},
journal = {Mach. Learn.},
volume = {108},
number = {12},
pages = {2113--2157},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05816-z},
doi = {10.1007/S10994-019-05816-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GebhardtKN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GomesBRBEPHA19,
author = {Heitor Murilo Gomes and
Albert Bifet and
Jesse Read and
Jean Paul Barddal and
Fabr{\'{\i}}cio Enembreck and
Bernhard Pfahringer and
Geoff Holmes and
Talel Abdessalem},
title = {Correction to: Adaptive random forests for evolving data stream classification},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1877--1878},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05793-3},
doi = {10.1007/S10994-019-05793-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GomesBRBEPHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GuimaraesPZ19,
author = {Victor Guimar{\~{a}}es and
Aline Paes and
Gerson Zaverucha},
title = {Online probabilistic theory revision from examples with ProPPR},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1165--1189},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05798-y},
doi = {10.1007/S10994-019-05798-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GuimaraesPZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HamzeheiWKC19,
author = {Asso Hamzehei and
Raymond K. Wong and
Danai Koutra and
Fang Chen},
title = {Collaborative topic regression for predicting topic-based social influence},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1831--1850},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-05776-w},
doi = {10.1007/S10994-018-05776-W},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HamzeheiWKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanYPTXYS19,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: a hint-guided approach for crowdsourcing},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {831--858},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5766-5},
doi = {10.1007/S10994-018-5766-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanYPTXYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HollandI19,
author = {Matthew J. Holland and
Kazushi Ikeda},
title = {Efficient learning with robust gradient descent},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1523--1560},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05802-5},
doi = {10.1007/S10994-019-05802-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HollandI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangZZANZH19,
author = {Ming Huang and
Fuzhen Zhuang and
Xiao Zhang and
Xiang Ao and
Zhengyu Niu and
Min{-}Ling Zhang and
Qing He},
title = {Supervised representation learning for multi-label classification},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {747--763},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05783-5},
doi = {10.1007/S10994-019-05783-5},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuangZZANZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HubacekSZ19,
author = {Ondrej Hub{\'{a}}cek and
Gustav Sourek and
Filip Zelezn{\'{y}}},
title = {Learning to predict soccer results from relational data with gradient
boosted trees},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {29--47},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5704-6},
doi = {10.1007/S10994-018-5704-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HubacekSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JohanssonLLB19,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Linusson and
Henrik Bostr{\"{o}}m},
title = {Efficient Venn predictors using random forests},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {535--550},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5753-x},
doi = {10.1007/S10994-018-5753-X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JohanssonLLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KanoHSMNS19,
author = {Hideaki Kano and
Junya Honda and
Kentaro Sakamaki and
Kentaro Matsuura and
Atsuyoshi Nakamura and
Masashi Sugiyama},
title = {Good arm identification via bandit feedback},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {721--745},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05784-4},
doi = {10.1007/S10994-019-05784-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KanoHSMNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KapoorPK19,
author = {Sayash Kapoor and
Kumar Kshitij Patel and
Purushottam Kar},
title = {Corruption-tolerant bandit learning},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {687--715},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5758-5},
doi = {10.1007/S10994-018-5758-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KapoorPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KhareORR19,
author = {Kshitij Khare and
Sang{-}Yun Oh and
Syed Rahman and
Bala Rajaratnam},
title = {A scalable sparse Cholesky based approach for learning high-dimensional
covariance matrices in ordered data},
journal = {Mach. Learn.},
volume = {108},
number = {12},
pages = {2061--2086},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05810-5},
doi = {10.1007/S10994-019-05810-5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KhareORR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KumagaiK19,
author = {Wataru Kumagai and
Takafumi Kanamori},
title = {Risk bound of transfer learning using parametric feature mapping and
its application to sparse coding},
journal = {Mach. Learn.},
volume = {108},
number = {11},
pages = {1975--2008},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05805-2},
doi = {10.1007/S10994-019-05805-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KumagaiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LachicheVRBZ19,
author = {Nicolas Lachiche and
Christel Vrain and
Fabrizio Riguzzi and
Elena Bellodi and
Riccardo Zese},
title = {Preface to special issue on Inductive Logic Programming, {ILP} 2017
and 2018},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1057--1059},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05790-6},
doi = {10.1007/S10994-019-05790-6},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LachicheVRBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeeKOLK19,
author = {Kanghoon Lee and
Geon{-}hyeong Kim and
Pedro A. Ortega and
Daniel D. Lee and
Kee{-}Eung Kim},
title = {Bayesian optimistic Kullback-Leibler exploration},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {765--783},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5767-4},
doi = {10.1007/S10994-018-5767-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LeeKOLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiZCZL19,
author = {Zhize Li and
Tianyi Zhang and
Shuyu Cheng and
Jun Zhu and
Jian Li},
title = {Stochastic gradient Hamiltonian Monte Carlo with variance reduction
for Bayesian inference},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1701--1727},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05825-y},
doi = {10.1007/S10994-019-05825-Y},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiZCZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuXSL19,
author = {Jingchang Liu and
Linli Xu and
Shuheng Shen and
Qing Ling},
title = {An accelerated variance reducing stochastic method with Douglas-Rachford
splitting},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {859--878},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05785-3},
doi = {10.1007/S10994-019-05785-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiuXSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LorenzenIS19,
author = {Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
title = {On PAC-Bayesian bounds for random forests},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1503--1522},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05803-4},
doi = {10.1007/S10994-019-05803-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LorenzenIS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LuedtkeKC19,
author = {Alexander Luedtke and
Emilie Kaufmann and
Antoine Chambaz},
title = {Asymptotically optimal algorithms for budgeted multiple play bandits},
journal = {Mach. Learn.},
volume = {108},
number = {11},
pages = {1919--1949},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05799-x},
doi = {10.1007/S10994-019-05799-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LuedtkeKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaC19,
author = {Di Ma and
Songcan Chen},
title = {2D compressed learning: support matrix machine with bilinear random
projections},
journal = {Mach. Learn.},
volume = {108},
number = {12},
pages = {2035--2060},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05804-3},
doi = {10.1007/S10994-019-05804-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MansbridgeFFB19,
author = {Alex Mansbridge and
Roberto Fierimonte and
Ilya Feige and
David Barber},
title = {Improving latent variable descriptiveness by modelling rather than
ad-hoc factors},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1601--1611},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05830-1},
doi = {10.1007/S10994-019-05830-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MansbridgeFFB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MariappanR19,
author = {Ragunathan Mariappan and
Vaibhav Rajan},
title = {Deep collective matrix factorization for augmented multi-view learning},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1395--1420},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05801-6},
doi = {10.1007/S10994-019-05801-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MariappanR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Menon19,
author = {Aditya Krishna Menon},
title = {The risk of trivial solutions in bipartite top ranking},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {627--658},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5759-4},
doi = {10.1007/S10994-018-5759-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Menon19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MichelioudakisA19,
author = {Evangelos Michelioudakis and
Alexander Artikis and
Georgios Paliouras},
title = {Semi-supervised online structure learning for composite event recognition},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1085--1110},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05794-2},
doi = {10.1007/S10994-019-05794-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MichelioudakisA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MishraKJS19,
author = {Bamdev Mishra and
Hiroyuki Kasai and
Pratik Jawanpuria and
Atul Saroop},
title = {A Riemannian gossip approach to subspace learning on Grassmann manifold},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1783--1803},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-05775-x},
doi = {10.1007/S10994-018-05775-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MishraKJS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MozinaDBZ19,
author = {Martin Mozina and
Janez Demsar and
Ivan Bratko and
Jure Zabkar},
title = {Extreme value correction: a method for correcting optimistic estimations
in rule learning},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {297--329},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5731-3},
doi = {10.1007/S10994-018-5731-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MozinaDBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PajarinenTAPN19,
author = {Joni Pajarinen and
Hong Linh Thai and
Riad Akrour and
Jan Peters and
Gerhard Neumann},
title = {Compatible natural gradient policy search},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1443--1466},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05807-0},
doi = {10.1007/S10994-019-05807-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PajarinenTAPN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ParisiTPK19,
author = {Simone Parisi and
Voot Tangkaratt and
Jan Peters and
Mohammad Emtiyaz Khan},
title = {TD-regularized actor-critic methods},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1467--1501},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05788-0},
doi = {10.1007/S10994-019-05788-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ParisiTPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PengRZ19,
author = {Qidi Peng and
Nan Rao and
Ran Zhao},
title = {Covariance-based dissimilarity measures applied to clustering wide-sense
stationary ergodic processes},
journal = {Mach. Learn.},
volume = {108},
number = {12},
pages = {2159--2195},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05818-x},
doi = {10.1007/S10994-019-05818-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PengRZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PrasseKMPS19,
author = {Paul Prasse and
Ren{\'{e}} Knaebel and
Luk{\'{a}}s Machlica and
Tom{\'{a}}s Pevn{\'{y}} and
Tobias Scheffer},
title = {Joint detection of malicious domains and infected clients},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1353--1368},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05789-z},
doi = {10.1007/S10994-019-05789-Z},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PrasseKMPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/QinBLPK19,
author = {Xiangju Qin and
Paul Blomstedt and
Eemeli Lepp{\"{a}}aho and
Pekka Parviainen and
Samuel Kaski},
title = {Distributed Bayesian matrix factorization with limited communication},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1805--1830},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05778-2},
doi = {10.1007/S10994-019-05778-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/QinBLPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RedkoHS19,
author = {Ievgen Redko and
Amaury Habrard and
Marc Sebban},
title = {On the analysis of adaptability in multi-source domain adaptation},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1635--1652},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05823-0},
doi = {10.1007/S10994-019-05823-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RedkoHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SadrfaridpourRS19,
author = {Ehsan Sadrfaridpour and
Talayeh Razzaghi and
Ilya Safro},
title = {Engineering fast multilevel support vector machines},
journal = {Mach. Learn.},
volume = {108},
number = {11},
pages = {1879--1917},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05800-7},
doi = {10.1007/S10994-019-05800-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SadrfaridpourRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SechidisAPCWB19,
author = {Konstantinos Sechidis and
Laura Azzimonti and
Adam Craig Pocock and
Giorgio Corani and
James Weatherall and
Gavin Brown},
title = {Efficient feature selection using shrinkage estimators},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1261--1286},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05795-1},
doi = {10.1007/S10994-019-05795-1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SechidisAPCWB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShangMLJES19,
author = {Ronghua Shang and
Yang Meng and
Chiyang Liu and
Licheng Jiao and
Amir Masoud Ghalamzan Esfahani and
Rustam Stolkin},
title = {Unsupervised feature selection based on kernel fisher discriminant
analysis and regression learning},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {659--686},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5765-6},
doi = {10.1007/S10994-018-5765-6},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShangMLJES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SharmaSR19,
author = {Archit Sharma and
Siddhartha Saxena and
Piyush Rai},
title = {A flexible probabilistic framework for large-margin mixture of experts},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1369--1393},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05811-4},
doi = {10.1007/S10994-019-05811-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SharmaSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShethGD19,
author = {Kshiteej Sheth and
Dinesh Garg and
Anirban Dasgupta},
title = {Improved linear embeddings via Lagrange duality},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {575--594},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5729-x},
doi = {10.1007/S10994-018-5729-X},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShethGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShihSL19,
author = {Shun{-}Yao Shih and
Fan{-}Keng Sun and
Hung{-}Yi Lee},
title = {Temporal pattern attention for multivariate time series forecasting},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1421--1441},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05815-0},
doi = {10.1007/S10994-019-05815-0},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShihSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SugiyamaN19,
author = {Masashi Sugiyama and
Yung{-}Kyun Noh},
title = {Foreword: special issue for the journal track of the 10th Asian Conference
on Machine Learning {(ACML} 2018)},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {717--719},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05796-0},
doi = {10.1007/S10994-019-05796-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SugiyamaN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TabourierBLL19,
author = {Lionel Tabourier and
Daniel Faria Bernardes and
Anne{-}Sophie Libert and
Renaud Lambiotte},
title = {RankMerging: a supervised learning-to-rank framework to predict links
in large social networks},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1729--1756},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05792-4},
doi = {10.1007/S10994-019-05792-4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TabourierBLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TelleHF19,
author = {Jan Arne Telle and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
C{\`{e}}sar Ferri},
title = {The teaching size: computable teachers and learners for universal
languages},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1653--1675},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05821-2},
doi = {10.1007/S10994-019-05821-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TelleHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TingZCZWZ19,
author = {Kai Ming Ting and
Ye Zhu and
Mark J. Carman and
Yue Zhu and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Lowest probability mass neighbour algorithms: relaxing the metric
constraint in distance-based neighbourhood algorithms},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {331--376},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5737-x},
doi = {10.1007/S10994-018-5737-X},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TingZCZWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ToccaceliG19,
author = {Paolo Toccaceli and
Alexander Gammerman},
title = {Combination of inductive mondrian conformal predictors},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {489--510},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5754-9},
doi = {10.1007/S10994-018-5754-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ToccaceliG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsamardinosBKPC19,
author = {Ioannis Tsamardinos and
Giorgos Borboudakis and
Pavlos Katsogridakis and
Polyvios Pratikakis and
Vassilis Christophides},
title = {A greedy feature selection algorithm for Big Data of high dimensionality},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {149--202},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5748-7},
doi = {10.1007/S10994-018-5748-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsamardinosBKPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsokosNKBCWK19,
author = {Alkeos Tsokos and
Santhosh Narayanan and
Ioannis Kosmidis and
Gianluca Baio and
Mihai Cucuringu and
Gavin Whitaker and
Franz J. Kir{\'{a}}ly},
title = {Modeling outcomes of soccer matches},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {77--95},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5741-1},
doi = {10.1007/S10994-018-5741-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsokosNKBCWK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsokosNKBCWK19a,
author = {Alkeos Tsokos and
Santhosh Narayanan and
Ioannis Kosmidis and
Gianluca Baio and
Mihai Cucuringu and
Gavin Whitaker and
Franz J. Kir{\'{a}}ly},
title = {Correction to: Modeling outcomes of soccer matches},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {377--378},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5757-6},
doi = {10.1007/S10994-018-5757-6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsokosNKBCWK19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsouL19,
author = {Yu{-}Lin Tsou and
Hsuan{-}Tien Lin},
title = {Annotation cost-sensitive active learning by tree sampling},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {785--807},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05781-7},
doi = {10.1007/S10994-019-05781-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsouL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VapnikI19,
author = {Vladimir Vapnik and
Rauf Izmailov},
title = {Rethinking statistical learning theory: learning using statistical
invariants},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {381--423},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5742-0},
doi = {10.1007/S10994-018-5742-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VapnikI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VergariME19,
author = {Antonio Vergari and
Nicola Di Mauro and
Floriana Esposito},
title = {Visualizing and understanding Sum-Product Networks},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {551--573},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5760-y},
doi = {10.1007/S10994-018-5760-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VergariME19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VieringKL19,
author = {Tom J. Viering and
Jesse H. Krijthe and
Marco Loog},
title = {Nuclear discrepancy for single-shot batch active learning},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1561--1599},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05817-y},
doi = {10.1007/S10994-019-05817-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VieringKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VovkSMX19,
author = {Vladimir Vovk and
Jieli Shen and
Valery Manokhin and
Min{-}ge Xie},
title = {Nonparametric predictive distributions based on conformal prediction},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {445--474},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5755-8},
doi = {10.1007/S10994-018-5755-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VovkSMX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VyuginT19,
author = {Vladimir V'yugin and
Vladimir G. Trunov},
title = {Online aggregation of unbounded losses using shifting experts with
confidence},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {425--444},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5751-z},
doi = {10.1007/S10994-018-5751-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VyuginT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WelkeHW19,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Probabilistic and exact frequent subtree mining in graphs beyond forests},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1137--1164},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05779-1},
doi = {10.1007/S10994-019-05779-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WelkeHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/X19,
title = {Guest editors' note},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1061},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05806-1},
doi = {10.1007/S10994-019-05806-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YanYY19,
author = {He Yan and
Qiaolin Ye and
Dong{-}Jun Yu},
title = {Efficient and robust {TWSVM} classification via a minimum L1-norm
distance metric criterion},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {993--1018},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5771-8},
doi = {10.1007/S10994-018-5771-8},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YanYY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangZJZZ19,
author = {Tianbao Yang and
Lijun Zhang and
Rong Jin and
Shenghuo Zhu and
Zhi{-}Hua Zhou},
title = {A simple homotopy proximal mapping algorithm for compressive sensing},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {1019--1056},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5772-7},
doi = {10.1007/S10994-018-5772-7},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangZJZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YeZJ19,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Yuan Jiang},
title = {Fast generalization rates for distance metric learning},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {267--295},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5734-0},
doi = {10.1007/S10994-018-5734-0},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YeZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangLG19,
author = {Lemei Zhang and
Peng Liu and
Jon Atle Gulla},
title = {Dynamic attention-integrated neural network for session-based news
recommendation},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1851--1875},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-05777-9},
doi = {10.1007/S10994-018-05777-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhangLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouTHM19,
author = {Joey Tianyi Zhou and
Ivor W. Tsang and
Shen{-}Shyang Ho and
Klaus{-}Robert M{\"{u}}ller},
title = {N-ary decomposition for multi-class classification},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {809--830},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05786-2},
doi = {10.1007/S10994-019-05786-2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouTHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AbdulrahmanBRV18,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Jan N. van Rijn and
Joaquin Vanschoren},
title = {Speeding up algorithm selection using average ranking and active testing
by introducing runtime},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {79--108},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5687-8},
doi = {10.1007/S10994-017-5687-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AbdulrahmanBRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlquierG18,
author = {Pierre Alquier and
Benjamin Guedj},
title = {Simpler PAC-Bayesian bounds for hostile data},
journal = {Mach. Learn.},
volume = {107},
number = {5},
pages = {887--902},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5690-0},
doi = {10.1007/S10994-017-5690-0},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AlquierG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AnhBP18,
author = {Thi Nhat Anh Nguyen and
Abdesselam Bouzerdoum and
Son Lam Phung},
title = {Stochastic variational hierarchical mixture of sparse Gaussian processes
for regression},
journal = {Mach. Learn.},
volume = {107},
number = {12},
pages = {1947--1986},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5721-5},
doi = {10.1007/S10994-018-5721-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AnhBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BainS18,
author = {Michael Bain and
Ashwin Srinivasan},
title = {Identification of biological transition systems using meta-interpreted
logic programs},
journal = {Mach. Learn.},
volume = {107},
number = {7},
pages = {1171--1206},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5709-1},
doi = {10.1007/S10994-018-5709-1},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BainS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BellingerDJ18,
author = {Colin Bellinger and
Christopher Drummond and
Nathalie Japkowicz},
title = {Manifold-based synthetic oversampling with manifold conformance estimation},
journal = {Mach. Learn.},
volume = {107},
number = {3},
pages = {605--637},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5670-4},
doi = {10.1007/S10994-017-5670-4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BellingerDJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrazdilG18,
author = {Pavel Brazdil and
Christophe G. Giraud{-}Carrier},
title = {Metalearning and Algorithm Selection: progress, state of the art and
introduction to the 2018 Special Issue},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {1--14},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5692-y},
doi = {10.1007/S10994-017-5692-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BrazdilG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BreskvarKD18,
author = {Martin Breskvar and
Dragi Kocev and
Saso Dzeroski},
title = {Ensembles for multi-target regression with random output selections},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1673--1709},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5744-y},
doi = {10.1007/S10994-018-5744-Y},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BreskvarKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BurkhardtK18,
author = {Sophie Burkhardt and
Stefan Kramer},
title = {Online multi-label dependency topic models for text classification},
journal = {Mach. Learn.},
volume = {107},
number = {5},
pages = {859--886},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5689-6},
doi = {10.1007/S10994-017-5689-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BurkhardtK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CeciC18,
author = {Michelangelo Ceci and
Toon Calders},
title = {Introduction to the special issue on discovery science},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1647--1649},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5749-6},
doi = {10.1007/S10994-018-5749-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CeciC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerdaVK18,
author = {Patricio Cerda and
Ga{\"{e}}l Varoquaux and
Bal{\'{a}}zs K{\'{e}}gl},
title = {Similarity encoding for learning with dirty categorical variables},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1477--1494},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5724-2},
doi = {10.1007/S10994-018-5724-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerdaVK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenTWZ18,
author = {Bo Chen and
Kai Ming Ting and
Takashi Washio and
Ye Zhu},
title = {Local contrast as an effective means to robust clustering against
varying densities},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1621--1645},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5693-x},
doi = {10.1007/S10994-017-5693-X},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenTWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ColonnaGN18,
author = {Juan Gabriel Colonna and
Jo{\~{a}}o Gama and
Eduardo Freire Nakamura},
title = {A comparison of hierarchical multi-output recognition approaches for
anuran classification},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1651--1671},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5739-8},
doi = {10.1007/S10994-018-5739-8},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ColonnaGN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CottetA18,
author = {Vincent Cottet and
Pierre Alquier},
title = {1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation},
journal = {Mach. Learn.},
volume = {107},
number = {3},
pages = {579--603},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5667-z},
doi = {10.1007/S10994-017-5667-Z},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CottetA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CussensR18,
author = {James Cussens and
Alessandra Russo},
title = {Preface to the special issue on inductive logic programming},
journal = {Mach. Learn.},
volume = {107},
number = {7},
pages = {1095--1096},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5720-6},
doi = {10.1007/S10994-018-5720-6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CussensR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DattaBD18,
author = {Shounak Datta and
Supritam Bhattacharjee and
Swagatam Das},
title = {Clustering with missing features: a penalized dissimilarity measure
based approach},
journal = {Mach. Learn.},
volume = {107},
number = {12},
pages = {1987--2025},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5722-4},
doi = {10.1007/S10994-018-5722-4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DattaBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DavisBFG18,
author = {Jesse Davis and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Derek Greene},
title = {Guest editors introduction to the special issue for the {ECML} {PKDD}
2018 journal track},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1207--1208},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5745-x},
doi = {10.1007/S10994-018-5745-X},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DavisBFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DingZ18,
author = {Yao{-}Xiang Ding and
Zhi{-}Hua Zhou},
title = {Crowdsourcing with unsure option},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {749--766},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5677-x},
doi = {10.1007/S10994-017-5677-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DingZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DjerrabGSd18,
author = {Moussab Djerrab and
Alexandre Garcia and
Maxime Sangnier and
Florence d'Alch{\'{e}}{-}Buc},
title = {Output Fisher embedding regression},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1229--1256},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5698-0},
doi = {10.1007/S10994-018-5698-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DjerrabGSd18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DominguesMZF18,
author = {Remi Domingues and
Pietro Michiardi and
Jihane Zouaoui and
Maurizio Filippone},
title = {Deep Gaussian Process autoencoders for novelty detection},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1363--1383},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5723-3},
doi = {10.1007/S10994-018-5723-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DominguesMZF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DuttaS18,
author = {Haimonti Dutta and
Ashwin Srinivasan},
title = {Consensus-based modeling using distributed feature construction with
{ILP}},
journal = {Mach. Learn.},
volume = {107},
number = {5},
pages = {825--858},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5672-2},
doi = {10.1007/S10994-017-5672-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DuttaS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EggenspergerLHH18,
author = {Katharina Eggensperger and
Marius Lindauer and
Holger H. Hoos and
Frank Hutter and
Kevin Leyton{-}Brown},
title = {Efficient benchmarking of algorithm configurators via model-based
surrogates},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {15--41},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5683-z},
doi = {10.1007/S10994-017-5683-Z},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EggenspergerLHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FawziFF18,
author = {Alhussein Fawzi and
Omar Fawzi and
Pascal Frossard},
title = {Analysis of classifiers' robustness to adversarial perturbations},
journal = {Mach. Learn.},
volume = {107},
number = {3},
pages = {481--508},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5663-3},
doi = {10.1007/S10994-017-5663-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FawziFF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FlamaryCCR18,
author = {R{\'{e}}mi Flamary and
Marco Cuturi and
Nicolas Courty and
Alain Rakotomamonjy},
title = {Wasserstein discriminant analysis},
journal = {Mach. Learn.},
volume = {107},
number = {12},
pages = {1923--1945},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5717-1},
doi = {10.1007/S10994-018-5717-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FlamaryCCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FortunyMP18,
author = {Enric Junqu{\'{e}} de Fortuny and
David Martens and
Foster J. Provost},
title = {Wallenius Bayes},
journal = {Mach. Learn.},
volume = {107},
number = {6},
pages = {1013--1037},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5699-z},
doi = {10.1007/S10994-018-5699-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FortunyMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FrancFBS18,
author = {Vojtech Franc and
Ondrej Fikar and
Karel Bartos and
Michal Sofka},
title = {Learning data discretization via convex optimization},
journal = {Mach. Learn.},
volume = {107},
number = {2},
pages = {333--355},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5654-4},
doi = {10.1007/S10994-017-5654-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FrancFBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanPT18,
author = {Bo Han and
Yuangang Pan and
Ivor W. Tsang},
title = {Robust Plackett-Luce model for k-ary crowdsourced preferences},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {675--702},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5674-0},
doi = {10.1007/S10994-017-5674-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanPT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JosephB18,
author = {Ajin George Joseph and
Shalabh Bhatnagar},
title = {An incremental off-policy search in a model-free Markov decision process
using a single sample path},
journal = {Mach. Learn.},
volume = {107},
number = {6},
pages = {969--1011},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5697-1},
doi = {10.1007/S10994-018-5697-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JosephB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JosephB18a,
author = {Ajin George Joseph and
Shalabh Bhatnagar},
title = {An online prediction algorithm for reinforcement learning with linear
function approximation using cross entropy method},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1385--1429},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5727-z},
doi = {10.1007/S10994-018-5727-Z},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JosephB18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KangasraasioK18,
author = {Antti Kangasr{\"{a}}{\"{a}}si{\"{o}} and
Samuel Kaski},
title = {Inverse reinforcement learning from summary data},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1517--1535},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5730-4},
doi = {10.1007/S10994-018-5730-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KangasraasioK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KeivaniSR18,
author = {Omid Keivani and
Kaushik Sinha and
Parikshit Ram},
title = {Improved maximum inner product search with better theoretical guarantee
using randomized partition trees},
journal = {Mach. Learn.},
volume = {107},
number = {6},
pages = {1069--1094},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5711-7},
doi = {10.1007/S10994-018-5711-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KeivaniSR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KordikCF18,
author = {Pavel Kord{\'{\i}}k and
J{\'{a}}n Cern{\'{y}} and
Tom{\'{a}}s Fr{\'{y}}da},
title = {Discovering predictive ensembles for transfer learning and meta-learning},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {177--207},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5682-0},
doi = {10.1007/S10994-017-5682-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KordikCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeeD18,
author = {Wee Sun Lee and
Robert J. Durrant},
title = {Foreword: special issue for the journal track of the 9th Asian Conference
on Machine Learning {(ACML} 2017)},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {639--641},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5691-z},
doi = {10.1007/S10994-017-5691-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LeeD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LorenaMMCP18,
author = {Ana Carolina Lorena and
Aron I. Maciel and
P{\'{e}}ricles B. C. de Miranda and
Ivan G. Costa and
Ricardo B. C. Prud{\^{e}}ncio},
title = {Data complexity meta-features for regression problems},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {209--246},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5681-1},
doi = {10.1007/S10994-017-5681-1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LorenaMMCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaloneKJKM18,
author = {Brandon M. Malone and
Kustaa Kangas and
Matti J{\"{a}}rvisalo and
Mikko Koivisto and
Petri Myllym{\"{a}}ki},
title = {Empirical hardness of finding optimal Bayesian network structures:
algorithm selection and runtime prediction},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {247--283},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5680-2},
doi = {10.1007/S10994-017-5680-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaloneKJKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MelnikovH18,
author = {Vitalik Melnikov and
Eyke H{\"{u}}llermeier},
title = {On the effectiveness of heuristics for learning nested dichotomies:
an empirical analysis},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1537--1560},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5733-1},
doi = {10.1007/S10994-018-5733-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MelnikovH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MenonRN18,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Nagarajan Natarajan},
title = {Learning from binary labels with instance-dependent noise},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1561--1595},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5715-3},
doi = {10.1007/S10994-018-5715-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MenonRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MihelcicS18,
author = {Matej Mihelcic and
Tomislav Smuc},
title = {Targeted and contextual redescription set exploration},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1809--1846},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5738-9},
doi = {10.1007/S10994-018-5738-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MihelcicS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MiyaguchiY18,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {High-dimensional penalty selection via minimum description length
principle},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1283--1302},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5732-2},
doi = {10.1007/S10994-018-5732-2},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MiyaguchiY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MizutaniT18,
author = {Tomohiko Mizutani and
Mirai Tanaka},
title = {Efficient preconditioning for noisy separable nonnegative matrix factorization
problems by successive projection based low-rank approximations},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {643--673},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5673-1},
doi = {10.1007/S10994-017-5673-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MizutaniT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoerlandBJ18,
author = {Thomas M. Moerland and
Joost Broekens and
Catholijn M. Jonker},
title = {Emotion in reinforcement learning agents and robots: a survey},
journal = {Mach. Learn.},
volume = {107},
number = {2},
pages = {443--480},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5666-0},
doi = {10.1007/S10994-017-5666-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MoerlandBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MohrWH18,
author = {Felix Mohr and
Marcel Wever and
Eyke H{\"{u}}llermeier},
title = {ML-Plan: Automated machine learning via hierarchical planning},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1495--1515},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5735-z},
doi = {10.1007/S10994-018-5735-Z},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MohrWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MuggletonDSTWZ18,
author = {Stephen H. Muggleton and
Wang{-}Zhou Dai and
Claude Sammut and
Alireza Tamaddoni{-}Nezhad and
Jing Wen and
Zhi{-}Hua Zhou},
title = {Meta-Interpretive Learning from noisy images},
journal = {Mach. Learn.},
volume = {107},
number = {7},
pages = {1097--1118},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5710-8},
doi = {10.1007/S10994-018-5710-8},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MuggletonDSTWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MuggletonSZTB18,
author = {Stephen H. Muggleton and
Ute Schmid and
Christina Zeller and
Alireza Tamaddoni{-}Nezhad and
Tarek R. Besold},
title = {Ultra-Strong Machine Learning: comprehensibility of programs learned
with {ILP}},
journal = {Mach. Learn.},
volume = {107},
number = {7},
pages = {1119--1140},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5707-3},
doi = {10.1007/S10994-018-5707-3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MuggletonSZTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MukhopadhyayN18,
author = {Subhadeep Mukhopadhyay and
Shinjini Nandi},
title = {LPiTrack: Eye movement pattern recognition algorithm and application
to biometric identification},
journal = {Mach. Learn.},
volume = {107},
number = {2},
pages = {313--331},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5649-1},
doi = {10.1007/S10994-017-5649-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MukhopadhyayN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MunozVBS18,
author = {Mario A. Mu{\~{n}}oz and
Laura Villanova and
Davaatseren Baatar and
Kate Smith{-}Miles},
title = {Instance spaces for machine learning classification},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {109--147},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5629-5},
doi = {10.1007/S10994-017-5629-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MunozVBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NolleLSM18,
author = {Timo Nolle and
Stefan Luettgen and
Alexander Seeliger and
Max M{\"{u}}hlh{\"{a}}user},
title = {Analyzing business process anomalies using autoencoders},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1875--1893},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5702-8},
doi = {10.1007/S10994-018-5702-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NolleLSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OlierSBVGSK18,
author = {Iv{\'{a}}n Olier and
Noureddin Sadawi and
G. Richard J. Bickerton and
Joaquin Vanschoren and
Crina Grosan and
Larisa N. Soldatova and
Ross D. King},
title = {Meta-QSAR: a large-scale application of meta-learning to drug design
and discovery},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {285--311},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5685-x},
doi = {10.1007/S10994-017-5685-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OlierSBVGSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PanHT18,
author = {Yuangang Pan and
Bo Han and
Ivor W. Tsang},
title = {Stagewise learning for noisy k-ary preferences},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1333--1361},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5716-2},
doi = {10.1007/S10994-018-5716-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PanHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PengGL18,
author = {Xuan Peng and
Xunzhang Gao and
Xiang Li},
title = {On better training the infinite restricted Boltzmann machines},
journal = {Mach. Learn.},
volume = {107},
number = {6},
pages = {943--968},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5696-2},
doi = {10.1007/S10994-018-5696-2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PengGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PereiraGAO18,
author = {Fab{\'{\i}}ola Souza F. Pereira and
Jo{\~{a}}o Gama and
Sandra de Amo and
Gina M. B. Oliveira},
title = {On analyzing user preference dynamics with temporal social networks},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1745--1773},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5740-2},
doi = {10.1007/S10994-018-5740-2},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PereiraGAO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PesaranghaderVP18,
author = {Ali Pesaranghader and
Herna L. Viktor and
Eric Paquet},
title = {Reservoir of diverse adaptive learners and stacking fast hoeffding
drift detection methods for evolving data streams},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1711--1743},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5719-z},
doi = {10.1007/S10994-018-5719-Z},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PesaranghaderVP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetersSKWGH18,
author = {Markus Peters and
Maytal Saar{-}Tsechansky and
Wolfgang Ketter and
Sinead A. Williamson and
Perry Groot and
Tom Heskes},
title = {A scalable preference model for autonomous decision-making},
journal = {Mach. Learn.},
volume = {107},
number = {6},
pages = {1039--1068},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5705-5},
doi = {10.1007/S10994-018-5705-5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PetersSKWGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetitjeanBWZ18,
author = {Fran{\c{c}}ois Petitjean and
Wray L. Buntine and
Geoffrey I. Webb and
Nayyar Abbas Zaidi},
title = {Accurate parameter estimation for Bayesian network classifiers using
hierarchical Dirichlet processes},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1303--1331},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5718-0},
doi = {10.1007/S10994-018-5718-0},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetitjeanBWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PliakosGV18,
author = {Konstantinos Pliakos and
Pierre Geurts and
Celine Vens},
title = {Global multi-output decision trees for interaction prediction},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1257--1281},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5700-x},
doi = {10.1007/S10994-018-5700-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PliakosGV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RijnHPV18,
author = {Jan N. van Rijn and
Geoffrey Holmes and
Bernhard Pfahringer and
Joaquin Vanschoren},
title = {The online performance estimation framework: heterogeneous ensemble
learning for data streams},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {149--176},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5686-9},
doi = {10.1007/S10994-017-5686-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RijnHPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RomanoVVB18,
author = {Simone Romano and
Xuan Vinh Nguyen and
Karin Verspoor and
James Bailey},
title = {The randomized information coefficient: assessing dependencies in
noisy data},
journal = {Mach. Learn.},
volume = {107},
number = {3},
pages = {509--549},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5664-2},
doi = {10.1007/S10994-017-5664-2},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RomanoVVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RuffiniCG18,
author = {Matteo Ruffini and
Marta Casanellas and
Ricard Gavald{\`{a}}},
title = {A new method of moments for latent variable models},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1431--1455},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5706-4},
doi = {10.1007/S10994-018-5706-4},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RuffiniCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaDAJSK18,
author = {Cl{\'{a}}udio Rebelo de S{\'{a}} and
Wouter Duivesteijn and
Paulo J. Azevedo and
Al{\'{\i}}pio M{\'{a}}rio Jorge and
Carlos Soares and
Arno J. Knobbe},
title = {Discovering a taste for the unusual: exceptional models for preference
mining},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1775--1807},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5743-z},
doi = {10.1007/S10994-018-5743-Z},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SaDAJSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SakaiNS18,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Semi-supervised {AUC} optimization based on positive-unlabeled learning},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {767--794},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5678-9},
doi = {10.1007/S10994-017-5678-9},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SakaiNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SakaiNS18a,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Correction to: Semi-supervised {AUC} optimization based on positive-unlabeled
learning},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {795},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5695-8},
doi = {10.1007/S10994-017-5695-8},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SakaiNS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SanyalKKCS18,
author = {Amartya Sanyal and
Pawan Kumar and
Purushottam Kar and
Sanjay Chawla and
Fabrizio Sebastiani},
title = {Optimizing non-decomposable measures with deep networks},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1597--1620},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5736-y},
doi = {10.1007/S10994-018-5736-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SanyalKKCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ScanagattaCCZ18,
author = {Mauro Scanagatta and
Giorgio Corani and
Cassio Polpo de Campos and
Marco Zaffalon},
title = {Approximate structure learning for large Bayesian networks},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1209--1227},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5701-9},
doi = {10.1007/S10994-018-5701-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ScanagattaCCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchaferH18,
author = {Dirk Sch{\"{a}}fer and
Eyke H{\"{u}}llermeier},
title = {Dyad ranking using Plackett-Luce models based on joint feature representations},
journal = {Mach. Learn.},
volume = {107},
number = {5},
pages = {903--941},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5694-9},
doi = {10.1007/S10994-017-5694-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchaferH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchullerB18,
author = {Peter Sch{\"{u}}ller and
Mishal Benz},
title = {Best-effort inductive logic programming via fine-grained cost-based
hypothesis generation - The inspire system at the inductive logic
programming competition},
journal = {Mach. Learn.},
volume = {107},
number = {7},
pages = {1141--1169},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5708-2},
doi = {10.1007/S10994-018-5708-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchullerB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SechidisB18,
author = {Konstantinos Sechidis and
Gavin Brown},
title = {Simple strategies for semi-supervised feature selection},
journal = {Mach. Learn.},
volume = {107},
number = {2},
pages = {357--395},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5648-2},
doi = {10.1007/S10994-017-5648-2},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SechidisB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SharmaB18,
author = {Manali Sharma and
Mustafa Bilgic},
title = {Learning with rationales for document classification},
journal = {Mach. Learn.},
volume = {107},
number = {5},
pages = {797--824},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5671-3},
doi = {10.1007/S10994-017-5671-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SharmaB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SinghaS18,
author = {Sumanta Singha and
Prakash P. Shenoy},
title = {An adaptive heuristic for feature selection based on complementarity},
journal = {Mach. Learn.},
volume = {107},
number = {12},
pages = {2027--2071},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5728-y},
doi = {10.1007/S10994-018-5728-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SinghaS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/StephensHL18,
author = {Christopher R. Stephens and
Hugo Flores Huerta and
Ana Ruiz Linares},
title = {When is the Naive Bayes approximation not so naive?},
journal = {Mach. Learn.},
volume = {107},
number = {2},
pages = {397--441},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5658-0},
doi = {10.1007/S10994-017-5658-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/StephensHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuWZCZ18,
author = {Sen Su and
Yakun Wang and
Zhongbao Zhang and
Cheng Chang and
Muhammad Azam Zia},
title = {Identifying and tracking topic-level influencers in the microblog
streams},
journal = {Mach. Learn.},
volume = {107},
number = {3},
pages = {551--578},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5665-1},
doi = {10.1007/S10994-017-5665-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SuWZCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsamardinosGB18,
author = {Ioannis Tsamardinos and
Elissavet Greasidou and
Giorgos Borboudakis},
title = {Bootstrapping the out-of-sample predictions for efficient and accurate
cross-validation},
journal = {Mach. Learn.},
volume = {107},
number = {12},
pages = {1895--1922},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5714-4},
doi = {10.1007/S10994-018-5714-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsamardinosGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiGLG18,
author = {Tong Wei and
Lan{-}Zhe Guo and
Yufeng Li and
Wei Gao},
title = {Learning safe multi-label prediction for weakly labeled data},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {703--725},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5675-z},
doi = {10.1007/S10994-017-5675-Z},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WeiGLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WelkeHW18,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Probabilistic frequent subtrees for efficient graph classification
and retrieval},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1847--1873},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5688-7},
doi = {10.1007/S10994-017-5688-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WelkeHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WistubaSS18,
author = {Martin Wistuba and
Nicolas Schilling and
Lars Schmidt{-}Thieme},
title = {Scalable Gaussian process-based transfer surrogates for hyperparameter
optimization},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {43--78},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5684-y},
doi = {10.1007/S10994-017-5684-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WistubaSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangZHSLMH18,
author = {Chi Zhang and
Peilin Zhao and
Shuji Hao and
Yeng Chai Soh and
Bu{-}Sung Lee and
Chunyan Miao and
Steven C. H. Hoi},
title = {Distributed multi-task classification: a decentralized online learning
approach},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {727--747},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5676-y},
doi = {10.1007/S10994-017-5676-Y},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangZHSLMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhengBG18,
author = {Wenjie Zheng and
Aur{\'{e}}lien Bellet and
Patrick Gallinari},
title = {A distributed Frank-Wolfe framework for learning low-rank matrices
with the trace norm},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1457--1475},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5713-5},
doi = {10.1007/S10994-018-5713-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhengBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Berrar17,
author = {Daniel Berrar},
title = {Confidence curves: an alternative to null hypothesis significance
testing for the comparison of classifiers},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {911--949},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5612-6},
doi = {10.1007/S10994-016-5612-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Berrar17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasD17,
author = {Dimitris Bertsimas and
Jack Dunn},
title = {Optimal classification trees},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {1039--1082},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5633-9},
doi = {10.1007/S10994-017-5633-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BertsimasD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BhadraKR17,
author = {Sahely Bhadra and
Samuel Kaski and
Juho Rousu},
title = {Multi-view kernel completion},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {713--739},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5618-0},
doi = {10.1007/S10994-016-5618-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BhadraKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BussasSKSL17,
author = {Matthias Bussas and
Christoph Sawade and
Nicolas K{\"{u}}hn and
Tobias Scheffer and
Niels Landwehr},
title = {Varying-coefficient models for geospatial transfer learning},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1419--1440},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5639-3},
doi = {10.1007/S10994-017-5639-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BussasSKSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CardosoGF17,
author = {Douglas de O. Cardoso and
Jo{\~{a}}o Gama and
Felipe M. G. Fran{\c{c}}a},
title = {Weightless neural networks for open set recognition},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1547--1567},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5646-4},
doi = {10.1007/S10994-017-5646-4},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CardosoGF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChaconGWG17,
author = {Carlos Eduardo Cancino Chac{\'{o}}n and
Thassilo Gadermaier and
Gerhard Widmer and
Maarten Grachten},
title = {An evaluation of linear and non-linear models of expressive dynamics
in classical piano and symphonic music},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {887--909},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5631-y},
doi = {10.1007/S10994-017-5631-Y},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChaconGWG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CheungL17,
author = {Yiu{-}ming Cheung and
Jian Lou},
title = {Proximal average approximated incremental gradient descent for composite
penalty regularized empirical risk minimization},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {595--622},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5609-1},
doi = {10.1007/S10994-016-5609-1},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CheungL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CoraniBDMZ17,
author = {Giorgio Corani and
Alessio Benavoli and
Janez Demsar and
Francesca Mangili and
Marco Zaffalon},
title = {Statistical comparison of classifiers through Bayesian hierarchical
modelling},
journal = {Mach. Learn.},
volume = {106},
number = {11},
pages = {1817--1837},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5641-9},
doi = {10.1007/S10994-017-5641-9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CoraniBDMZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CousinsS17,
author = {Simon Cousins and
John Shawe{-}Taylor},
title = {High-probability minimax probability machines},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {863--886},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5616-2},
doi = {10.1007/S10994-016-5616-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CousinsS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CraenendonckB17,
author = {Toon van Craenendonck and
Hendrik Blockeel},
title = {Constraint-based clustering selection},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1497--1521},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5643-7},
doi = {10.1007/S10994-017-5643-7},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CraenendonckB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DaeePSK17,
author = {Pedram Daee and
Tomi Peltola and
Marta Soare and
Samuel Kaski},
title = {Knowledge elicitation via sequential probabilistic inference for high-dimensional
prediction},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1599--1620},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5651-7},
doi = {10.1007/S10994-017-5651-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DaeePSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DoniniA17,
author = {Michele Donini and
Fabio Aiolli},
title = {Learning deep kernels in the space of dot product polynomials},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1245--1269},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5590-8},
doi = {10.1007/S10994-016-5590-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DoniniA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DriessensKRS17,
author = {Kurt Driessens and
Dragi Kocev and
Marko Robnik{-}Sikonja and
Myra Spiliopoulou},
title = {Introduction to the special issue dedicated to the Journal Track of
{ECML} {PKDD} 2017},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1243--1244},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5662-4},
doi = {10.1007/S10994-017-5662-4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DriessensKRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DumancicB17,
author = {Sebastijan Dumancic and
Hendrik Blockeel},
title = {An expressive dissimilarity measure for relational clustering using
neighbourhood trees},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1523--1545},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5644-6},
doi = {10.1007/S10994-017-5644-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DumancicB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DurrantKHMSZ17,
author = {Robert J. Durrant and
Kee{-}Eung Kim and
Geoffrey Holmes and
Stephen Marsland and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Foreword: special issue for the journal track of the 8th Asian conference
on machine learning {(ACML} 2016)},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {623--625},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5637-5},
doi = {10.1007/S10994-017-5637-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DurrantKHMSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FarnadiBMGC17,
author = {Golnoosh Farnadi and
Stephen H. Bach and
Marie{-}Francine Moens and
Lise Getoor and
Martine De Cock},
title = {Soft quantification in statistical relational learning},
journal = {Mach. Learn.},
volume = {106},
number = {12},
pages = {1971--1991},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5647-3},
doi = {10.1007/S10994-017-5647-3},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FarnadiBMGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GhesmouneABLDO17,
author = {Mohammed Ghesmoune and
Hanene Azzag and
Salima Benbernou and
Mustapha Lebbah and
Tarn Duong and
Mourad Ouziri},
title = {Big Data: from collection to visualization},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {837--862},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5622-4},
doi = {10.1007/S10994-016-5622-4},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GhesmouneABLDO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GomesBRBEPHA17,
author = {Heitor Murilo Gomes and
Albert Bifet and
Jesse Read and
Jean Paul Barddal and
Fabr{\'{\i}}cio Enembreck and
Bernhard Pfahringer and
Geoff Holmes and
Talel Abdessalem},
title = {Adaptive random forests for evolving data stream classification},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1469--1495},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5642-8},
doi = {10.1007/S10994-017-5642-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GomesBRBEPHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GrabchakZ17,
author = {Michael Grabchak and
Zhiyi Zhang},
title = {Asymptotic properties of Turing's formula in relative error},
journal = {Mach. Learn.},
volume = {106},
number = {11},
pages = {1771--1785},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5620-6},
doi = {10.1007/S10994-016-5620-6},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GrabchakZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GunturiSJC17,
author = {Venkata M. V. Gunturi and
Shashi Shekhar and
Kenneth Joseph and
Kathleen M. Carley},
title = {Scalable computational techniques for centrality metrics on temporally
detailed social network},
journal = {Mach. Learn.},
volume = {106},
number = {8},
pages = {1133--1169},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5583-7},
doi = {10.1007/S10994-016-5583-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GunturiSJC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HollandI17,
author = {Matthew J. Holland and
Kazushi Ikeda},
title = {Robust regression using biased objectives},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1643--1679},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5653-5},
doi = {10.1007/S10994-017-5653-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HollandI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HolmesLLKSZ17,
author = {Geoffrey Holmes and
Tie{-}Yan Liu and
Hang Li and
Irwin King and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Introduction: special issue of selected papers from {ACML} 2015},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {459--461},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5636-6},
doi = {10.1007/S10994-017-5636-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HoofTP17,
author = {Herke van Hoof and
Daniel Tanneberg and
Jan Peters},
title = {Generalized exploration in policy search},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1705--1724},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5657-1},
doi = {10.1007/S10994-017-5657-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HoofTP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HorevYS17,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
title = {Geometry-aware principal component analysis for symmetric positive
definite matrices},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {493--522},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5605-5},
doi = {10.1007/S10994-016-5605-5},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HorevYS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangL17,
author = {Kuan{-}Hao Huang and
Hsuan{-}Tien Lin},
title = {Cost-sensitive label embedding for multi-label classification},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1725--1746},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5659-z},
doi = {10.1007/S10994-017-5659-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuangL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangZYCW17,
author = {Jinlong Huang and
Qingsheng Zhu and
Lijun Yang and
Dongdong Cheng and
Quanwang Wu},
title = {{QCC:} a novel clustering algorithm based on Quasi-Cluster Centers},
journal = {Mach. Learn.},
volume = {106},
number = {3},
pages = {337--357},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5608-2},
doi = {10.1007/S10994-016-5608-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuangZYCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/IbrahimPP17,
author = {Mohamed Hamza Ibrahim and
Christopher Joseph Pal and
Gilles Pesant},
title = {Improving probabilistic inference in graphical models with determinism
and cycles},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {1--54},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5585-5},
doi = {10.1007/S10994-016-5585-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IbrahimPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/InoueOY17,
author = {Katsumi Inoue and
Hayato Ohwada and
Akihiro Yamamoto},
title = {Special issue on inductive logic programming},
journal = {Mach. Learn.},
volume = {106},
number = {12},
pages = {1863--1865},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5679-8},
doi = {10.1007/S10994-017-5679-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/InoueOY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JapkowiczM17,
author = {Nathalie Japkowicz and
Stan Matwin},
title = {Special issue on discovery science},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {741--743},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5625-1},
doi = {10.1007/S10994-016-5625-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JapkowiczM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KarasuyamaM17,
author = {Masayuki Karasuyama and
Hiroshi Mamitsuka},
title = {Adaptive edge weighting for graph-based learning algorithms},
journal = {Mach. Learn.},
volume = {106},
number = {2},
pages = {307--335},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5607-3},
doi = {10.1007/S10994-016-5607-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KarasuyamaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KawakitaT17,
author = {Masanori Kawakita and
Jun'ichi Takeuchi},
title = {A note on model selection for small sample regression},
journal = {Mach. Learn.},
volume = {106},
number = {11},
pages = {1839--1862},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5645-5},
doi = {10.1007/S10994-017-5645-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KawakitaT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KaytouePZBR17,
author = {Mehdi Kaytoue and
Marc Plantevit and
Albrecht Zimmermann and
Ahmed Anes Bendimerad and
C{\'{e}}line Robardet},
title = {Exceptional contextual subgraph mining},
journal = {Mach. Learn.},
volume = {106},
number = {8},
pages = {1171--1211},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5598-0},
doi = {10.1007/S10994-016-5598-0},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KaytouePZBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimO17,
author = {Dongwoo Kim and
Alice Oh},
title = {Hierarchical Dirichlet scaling process},
journal = {Mach. Learn.},
volume = {106},
number = {3},
pages = {387--418},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5621-5},
doi = {10.1007/S10994-016-5621-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KimO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KolbPGR17,
author = {Samuel Kolb and
Sergey Paramonov and
Tias Guns and
Luc De Raedt},
title = {Learning constraints in spreadsheets and tabular data},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1441--1468},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5640-x},
doi = {10.1007/S10994-017-5640-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KolbPGR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KotlowskiD17,
author = {Wojciech Kotlowski and
Krzysztof Dembczynski},
title = {Surrogate regret bounds for generalized classification performance
metrics},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {549--572},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5591-7},
doi = {10.1007/S10994-016-5591-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KotlowskiD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KrijtheL17,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Projected estimators for robust semi-supervised classification},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {993--1008},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5626-8},
doi = {10.1007/S10994-017-5626-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KrijtheL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuzborskijO17,
author = {Ilja Kuzborskij and
Francesco Orabona},
title = {Fast rates by transferring from auxiliary hypotheses},
journal = {Mach. Learn.},
volume = {106},
number = {2},
pages = {171--195},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5594-4},
doi = {10.1007/S10994-016-5594-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuzborskijO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuznetsovM17,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
title = {Generalization bounds for non-stationary mixing processes},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {93--117},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5588-2},
doi = {10.1007/S10994-016-5588-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KuznetsovM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuJHZS17,
author = {Chenghao Liu and
Tao Jin and
Steven C. H. Hoi and
Peilin Zhao and
Jianling Sun},
title = {Collaborative topic regression for online recommender systems: an
online and Bayesian approach},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {651--670},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5599-z},
doi = {10.1007/S10994-016-5599-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuJHZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuL0J17,
author = {Shaowu Liu and
Gang Li and
Truyen Tran and
Yuan Jiang},
title = {Preference Relation-based Markov Random Fields for Recommender Systems},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {523--546},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5603-7},
doi = {10.1007/S10994-016-5603-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuL0J17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuL0J17a,
author = {Shaowu Liu and
Gang Li and
Truyen Tran and
Yuan Jiang},
title = {Erratum to: Preference Relation-based Markov Random Fields for Recommender
Systems},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {547},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5630-z},
doi = {10.1007/S10994-017-5630-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuL0J17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MandtWNCLK17,
author = {Stephan Mandt and
Florian Wenzel and
Shinichi Nakajima and
John P. Cunningham and
Christoph Lippert and
Marius Kloft},
title = {Sparse probit linear mixed model},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1621--1642},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5652-6},
doi = {10.1007/S10994-017-5652-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MandtWNCLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaoWT17,
author = {Qi Mao and
Li Wang and
Ivor W. Tsang},
title = {A unified probabilistic framework for robust manifold learning and
embedding},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {627--650},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5602-8},
doi = {10.1007/S10994-016-5602-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaoWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MatuszykS17,
author = {Pawel Matuszyk and
Myra Spiliopoulou},
title = {Stream-based semi-supervised learning for recommender systems},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {771--798},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5614-4},
doi = {10.1007/S10994-016-5614-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MatuszykS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MenaMQC17,
author = {Deiner Mena and
Elena Monta{\~{n}}{\'{e}}s and
Jos{\'{e}} Ram{\'{o}}n Quevedo and
Juan Jos{\'{e}} del Coz},
title = {A family of admissible heuristics for A* to perform inference in probabilistic
classifier chains},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {143--169},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5593-5},
doi = {10.1007/S10994-016-5593-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MenaMQC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Mendes-JuniorSW17,
author = {Pedro Ribeiro Mendes J{\'{u}}nior and
Roberto Medeiros de Souza and
Rafael de Oliveira Werneck and
Bernardo V. Stein and
Daniel V. Pazinato and
Waldir R. de Almeida and
Ot{\'{a}}vio A. B. Penatti and
Ricardo da Silva Torres and
Anderson Rocha},
title = {Nearest neighbors distance ratio open-set classifier},
journal = {Mach. Learn.},
volume = {106},
number = {3},
pages = {359--386},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5610-8},
doi = {10.1007/S10994-016-5610-8},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Mendes-JuniorSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NittiBLR17,
author = {Davide Nitti and
Vaishak Belle and
Tinne De Laet and
Luc De Raedt},
title = {Planning in hybrid relational MDPs},
journal = {Mach. Learn.},
volume = {106},
number = {12},
pages = {1905--1932},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5669-x},
doi = {10.1007/S10994-017-5669-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NittiBLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OrsiniFR17,
author = {Francesco Orsini and
Paolo Frasconi and
Luc De Raedt},
title = {kProbLog: an algebraic Prolog for machine learning},
journal = {Mach. Learn.},
volume = {106},
number = {12},
pages = {1933--1969},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5668-y},
doi = {10.1007/S10994-017-5668-Y},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OrsiniFR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OsojnikPD17,
author = {Aljaz Osojnik and
Pance Panov and
Saso Dzeroski},
title = {Multi-label classification via multi-target regression on data streams},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {745--770},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5613-5},
doi = {10.1007/S10994-016-5613-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OsojnikPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PaesZC17,
author = {Aline Paes and
Gerson Zaverucha and
V{\'{\i}}tor Santos Costa},
title = {On the use of stochastic local search techniques to revise first-order
logic theories from examples},
journal = {Mach. Learn.},
volume = {106},
number = {2},
pages = {197--241},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5595-3},
doi = {10.1007/S10994-016-5595-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/PaesZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PandeLREKBI17,
author = {Amol Pande and
Liang Li and
Jeevanantham Rajeswaran and
John Ehrlinger and
Udaya B. Kogalur and
Eugene Blackstone and
Hemant Ishwaran},
title = {Boosted multivariate trees for longitudinal data},
journal = {Mach. Learn.},
volume = {106},
number = {2},
pages = {277--305},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5597-1},
doi = {10.1007/S10994-016-5597-1},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PandeLREKBI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ParamonovLR17,
author = {Sergey Paramonov and
Matthijs van Leeuwen and
Luc De Raedt},
title = {Relational data factorization},
journal = {Mach. Learn.},
volume = {106},
number = {12},
pages = {1867--1904},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5660-6},
doi = {10.1007/S10994-017-5660-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ParamonovLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PhanWD17,
author = {NhatHai Phan and
Xintao Wu and
Dejing Dou},
title = {Preserving differential privacy in convolutional deep belief networks},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1681--1704},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5656-2},
doi = {10.1007/S10994-017-5656-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PhanWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PlessisNS17,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Class-prior estimation for learning from positive and unlabeled data},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {463--492},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5604-6},
doi = {10.1007/S10994-016-5604-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PlessisNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RossettiPPG17,
author = {Giulio Rossetti and
Luca Pappalardo and
Dino Pedreschi and
Fosca Giannotti},
title = {Tiles: an online algorithm for community discovery in dynamic social
networks},
journal = {Mach. Learn.},
volume = {106},
number = {8},
pages = {1213--1241},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5582-8},
doi = {10.1007/S10994-016-5582-8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RossettiPPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RouveirolPK17,
author = {C{\'{e}}line Rouveirol and
Ruggero G. Pensa and
Rushed Kanawati},
title = {Introduction to the special issue on dynamic networks and knowledge
discovery},
journal = {Mach. Learn.},
volume = {106},
number = {8},
pages = {1131--1132},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5655-3},
doi = {10.1007/S10994-017-5655-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RouveirolPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SahaD17,
author = {Arkajyoti Saha and
Swagatam Das},
title = {Feature-weighted clustering with inner product induced norm based
dissimilarity measures: an optimization perspective},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {951--992},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5623-3},
doi = {10.1007/S10994-016-5623-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SahaD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchwabR17,
author = {Devin Schwab and
Soumya Ray},
title = {Offline reinforcement learning with task hierarchies},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1569--1598},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5650-8},
doi = {10.1007/S10994-017-5650-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SchwabR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShenX017,
author = {Jie Shen and
Huan Xu and
Ping Li},
title = {Online optimization for max-norm regularization},
journal = {Mach. Learn.},
volume = {106},
number = {3},
pages = {419--457},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5628-6},
doi = {10.1007/S10994-017-5628-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ShenX017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SrinivasanB17,
author = {Ashwin Srinivasan and
Michael Bain},
title = {An empirical study of on-line models for relational data streams},
journal = {Mach. Learn.},
volume = {106},
number = {2},
pages = {243--276},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5596-2},
doi = {10.1007/S10994-016-5596-2},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SrinivasanB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuzumuraOSKT17,
author = {Shinya Suzumura and
Kohei Ogawa and
Masashi Sugiyama and
Masayuki Karasuyama and
Ichiro Takeuchi},
title = {Homotopy continuation approaches for robust {SV} classification and
regression},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {1009--1038},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5627-7},
doi = {10.1007/S10994-017-5627-7},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SuzumuraOSKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TekumallaRB17,
author = {Lavanya Sita Tekumalla and
Vaibhav Rajan and
Chiranjib Bhattacharyya},
title = {Vine copulas for mixed data : multi-view clustering for mixed data
beyond meta-Gaussian dependencies},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1331--1357},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5624-2},
doi = {10.1007/S10994-016-5624-2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TekumallaRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TianOI17,
author = {Ran Tian and
Naoaki Okazaki and
Kentaro Inui},
title = {The mechanism of additive composition},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {1083--1130},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5634-8},
doi = {10.1007/S10994-017-5634-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TianOI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TingWWA17,
author = {Kai Ming Ting and
Takashi Washio and
Jonathan R. Wells and
Sunil Aryal},
title = {Defying the gravity of learning curve: a characteristic of nearest
neighbour anomaly detectors},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {55--91},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5586-4},
doi = {10.1007/S10994-016-5586-4},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TingWWA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VujicicGZO17,
author = {Tijana Vujicic and
Jesse Glass and
Fang Zhou and
Zoran Obradovic},
title = {Gaussian conditional random fields extended for directed graphs},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1271--1288},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5611-7},
doi = {10.1007/S10994-016-5611-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VujicicGZO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangSQ17,
author = {Beilun Wang and
Ritambhara Singh and
Yanjun Qi},
title = {A constrained {\textdollar}{\textdollar}{\textbackslash}ell {\textdollar}{\textdollar}
{\(\mathscr{l}\)} 1 minimization approach for estimating multiple
sparse Gaussian or nonparanormal graphical models},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1381--1417},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5635-7},
doi = {10.1007/S10994-017-5635-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WangSQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeghenkelFW17,
author = {Bj{\"{o}}rn Weghenkel and
Asja Fischer and
Laurenz Wiskott},
title = {Graph-based predictable feature analysis},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1359--1380},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5632-x},
doi = {10.1007/S10994-017-5632-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WeghenkelFW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Wintenberger17,
author = {Olivier Wintenberger},
title = {Optimal learning with Bernstein online aggregation},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {119--141},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5592-6},
doi = {10.1007/S10994-016-5592-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Wintenberger17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WuL17,
author = {Yuping Wu and
Hsuan{-}Tien Lin},
title = {Progressive random k-labelsets for cost-sensitive multi-label classification},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {671--694},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5600-x},
doi = {10.1007/S10994-016-5600-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/XuanLZXL17,
author = {Junyu Xuan and
Jie Lu and
Guangquan Zhang and
Richard Yi Da Xu and
Xiangfeng Luo},
title = {A Bayesian nonparametric model for multi-label learning},
journal = {Mach. Learn.},
volume = {106},
number = {11},
pages = {1787--1815},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5638-4},
doi = {10.1007/S10994-017-5638-4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/XuanLZXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangZ17,
author = {Sen Yang and
Lijun Zhang},
title = {Non-redundant multiple clustering by nonnegative matrix factorization},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {695--712},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5601-9},
doi = {10.1007/S10994-016-5601-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YangZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YuZ17,
author = {Fei Yu and
Min{-}Ling Zhang},
title = {Maximum margin partial label learning},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {573--593},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5606-4},
doi = {10.1007/S10994-016-5606-4},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZaidiWCPBHS17,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb and
Mark James Carman and
Fran{\c{c}}ois Petitjean and
Wray L. Buntine and
Mike Hynes and
Hans De Sterck},
title = {Efficient parameter learning of Bayesian network classifiers},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1289--1329},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5619-z},
doi = {10.1007/S10994-016-5619-Z},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZaidiWCPBHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZihayatCA17,
author = {Morteza Zihayat and
Yan Chen and
Aijun An},
title = {Memory-adaptive high utility sequential pattern mining over data streams},
journal = {Mach. Learn.},
volume = {106},
number = {6},
pages = {799--836},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5617-1},
doi = {10.1007/S10994-016-5617-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZihayatCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZweigC17,
author = {Alon Zweig and
Gal Chechik},
title = {Group online adaptive learning},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1747--1770},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5661-5},
doi = {10.1007/S10994-017-5661-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZweigC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/0005ER16,
author = {Markus Schneider and
Wolfgang Ertel and
Fabio Ramos},
title = {Expected similarity estimation for large-scale batch and streaming
anomaly detection},
journal = {Mach. Learn.},
volume = {105},
number = {3},
pages = {305--333},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5567-7},
doi = {10.1007/S10994-016-5567-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/0005ER16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AG16,
author = {Prashanth L. A. and
Mohammad Ghavamzadeh},
title = {Variance-constrained actor-critic algorithms for discounted and average
reward MDPs},
journal = {Mach. Learn.},
volume = {105},
number = {3},
pages = {367--417},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5569-5},
doi = {10.1007/S10994-016-5569-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AdhikariVKLH16,
author = {Prem Raj Adhikari and
Anze Vavpetic and
Jan Kralj and
Nada Lavrac and
Jaakko Hollm{\'{e}}n},
title = {Explaining mixture models through semantic pattern mining and banded
matrix visualization},
journal = {Mach. Learn.},
volume = {105},
number = {1},
pages = {3--39},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5550-3},
doi = {10.1007/S10994-016-5550-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AdhikariVKLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlabdulmohsinCG16,
author = {Ibrahim M. Alabdulmohsin and
Moustapha Ciss{\'{e}} and
Xin Gao and
Xiangliang Zhang},
title = {Large margin classification with indefinite similarities},
journal = {Mach. Learn.},
volume = {103},
number = {2},
pages = {215--237},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5542-8},
doi = {10.1007/S10994-015-5542-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AlabdulmohsinCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AntoniukFH16,
author = {Kostiantyn Antoniuk and
Vojtech Franc and
V{\'{a}}clav Hlav{\'{a}}c},
title = {V-shaped interval insensitive loss for ordinal classification},
journal = {Mach. Learn.},
volume = {103},
number = {2},
pages = {261--283},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5541-9},
doi = {10.1007/S10994-015-5541-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AntoniukFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AppiceGM16,
author = {Annalisa Appice and
Pietro Guccione and
Donato Malerba},
title = {Transductive hyperspectral image classification: toward integrating
spectral and relational features via an iterative ensemble system},
journal = {Mach. Learn.},
volume = {103},
number = {3},
pages = {343--375},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5559-7},
doi = {10.1007/S10994-016-5559-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AppiceGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CaoGY16,
author = {Qiong Cao and
Zheng{-}Chu Guo and
Yiming Ying},
title = {Generalization bounds for metric and similarity learning},
journal = {Mach. Learn.},
volume = {102},
number = {1},
pages = {115--132},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5499-7},
doi = {10.1007/S10994-015-5499-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CaoGY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Chehreghani16,
author = {Morteza Haghir Chehreghani},
title = {Adaptive trajectory analysis of replicator dynamics for data clustering},
journal = {Mach. Learn.},
volume = {104},
number = {2-3},
pages = {271--289},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5573-9},
doi = {10.1007/S10994-016-5573-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Chehreghani16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ConroyEPX16,
author = {Bryan Conroy and
Larry J. Eshelman and
Cristhian Potes and
Minnan Xu{-}Wilson},
title = {A dynamic ensemble approach to robust classification in the presence
of missing data},
journal = {Mach. Learn.},
volume = {102},
number = {3},
pages = {443--463},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5530-z},
doi = {10.1007/S10994-015-5530-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ConroyEPX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DanielHPN16,
author = {Christian Daniel and
Herke van Hoof and
Jan Peters and
Gerhard Neumann},
title = {Probabilistic inference for determining options in reinforcement learning},
journal = {Mach. Learn.},
volume = {104},
number = {2-3},
pages = {337--357},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5580-x},
doi = {10.1007/S10994-016-5580-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DanielHPN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DavisR16,
author = {Jesse Davis and
Jan Ramon},
title = {Guest editors introduction: special issue on inductive logic programming},
journal = {Mach. Learn.},
volume = {103},
number = {3},
pages = {307--308},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5561-0},
doi = {10.1007/S10994-016-5561-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DavisR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DengX16,
author = {Zhi{-}Hong Deng and
Xiaoran Xu},
title = {A novel probabilistic clustering model for heterogeneous networks},
journal = {Mach. Learn.},
volume = {104},
number = {1},
pages = {1--24},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5544-1},
doi = {10.1007/S10994-016-5544-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DengX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DickS16,
author = {Uwe Dick and
Tobias Scheffer},
title = {Learning to control a structured-prediction decoder for detection
of HTTP-layer DDoS attackers},
journal = {Mach. Learn.},
volume = {104},
number = {2-3},
pages = {385--410},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5581-9},
doi = {10.1007/S10994-016-5581-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DickS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DuttaG16,
author = {Subhajit Dutta and
Anil Kumar Ghosh},
title = {On some transformations of high dimension, low sample size data for
nearest neighbor classification},
journal = {Mach. Learn.},
volume = {102},
number = {1},
pages = {57--83},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5495-y},
doi = {10.1007/S10994-015-5495-Y},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DuttaG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DyagilevS16,
author = {Kirill Dyagilev and
Suchi Saria},
title = {Learning (predictive) risk scores in the presence of censoring due
to interventions},
journal = {Mach. Learn.},
volume = {102},
number = {3},
pages = {323--348},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5527-7},
doi = {10.1007/S10994-015-5527-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DyagilevS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DzeroskiKP16,
author = {Saso Dzeroski and
Dragi Kocev and
Pance Panov},
title = {Special issue on discovery science},
journal = {Mach. Learn.},
volume = {105},
number = {1},
pages = {1--2},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5589-1},
doi = {10.1007/S10994-016-5589-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DzeroskiKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EsbroeckSSSK16,
author = {Alexander Van Esbroeck and
Landon Smith and
Zeeshan Syed and
Satinder Singh and
Zahi N. Karam},
title = {Multi-task seizure detection: addressing intra-patient variation in
seizure morphologies},
journal = {Mach. Learn.},
volume = {102},
number = {3},
pages = {309--321},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5519-7},
doi = {10.1007/S10994-015-5519-7},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EsbroeckSSSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FossMRH16,
author = {Alex Foss and
Marianthi Markatou and
Bonnie Ray and
Aliza Heching},
title = {A semiparametric method for clustering mixed data},
journal = {Mach. Learn.},
volume = {105},
number = {3},
pages = {419--458},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5575-7},
doi = {10.1007/S10994-016-5575-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FossMRH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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