![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Abolfazl Asudeh
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
- [c27]Sana Ebrahimi, Rishi Advani, Abolfazl Asudeh:
Evaluating the Feasibility of Sampling-Based Techniques for Training Multilayer Perceptrons. EDBT 2025: 185-198 - 2024
- [j28]Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh
:
Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. IEEE Data Eng. Bull. 47(1): 3-17 (2024) - [j27]Nima Shahbazi
, Stavros Sintos
, Abolfazl Asudeh
:
FairHash: A Fair and Memory/Time-efficient Hashmap. Proc. ACM Manag. Data 2(3): 136 (2024) - [j26]Nima Shahbazi
, Abolfazl Asudeh:
Reliability evaluation of individual predictions: a data-centric approach. VLDB J. 33(4): 1203-1230 (2024) - [c26]Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh
:
Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach. EDBT 2024: 47-60 - [c25]Suraj Shetiya
, Ian P. Swift, Abolfazl Asudeh
, Gautam Das:
Shapley Values for Explanation in Two-sided Matching Applications. EDBT 2024: 584-596 - [c24]Abolfazl Asudeh
, Sainyam Galhotra
, Amir Gilad
, Babak Salimi
, Brit Youngmann
:
First Workshop on Governance, Understanding and Integration of Data for Effective and Responsible AI (GUIDE-AI). SIGMOD Conference Companion 2024: 661-662 - [i37]Mahdi Erfanian, H. V. Jagadish, Abolfazl Asudeh:
Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities. CoRR abs/2402.01071 (2024) - [i36]Sana Ebrahimi, Kaiwen Chen, Abolfazl Asudeh, Gautam Das, Nick Koudas:
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs. CoRR abs/2403.00198 (2024) - [i35]Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava:
FairEM360: A Suite for Responsible Entity Matching. CoRR abs/2404.07354 (2024) - [i34]Sana Ebrahimi, Nima Shahbazi, Abolfazl Asudeh
:
REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models. CoRR abs/2404.11782 (2024) - [i33]Mohsen Dehghankar, Rahul Raychaudhury, Stavros Sintos, Abolfazl Asudeh:
Fair Set Cover. CoRR abs/2405.11639 (2024) - 2023
- [j25]Abolfazl Asudeh
, Tanya Y. Berger-Wolf, Bhaskar DasGupta
, Anastasios Sidiropoulos:
Maximizing Coverage While Ensuring Fairness: A Tale of Conflicting Objectives. Algorithmica 85(5): 1287-1331 (2023) - [j24]Nima Shahbazi, Yin Lin
, Abolfazl Asudeh
, H. V. Jagadish
:
Representation Bias in Data: A Survey on Identification and Resolution Techniques. ACM Comput. Surv. 55(13s): 293:1-293:39 (2023) - [j23]Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh
, Divesh Srivastava:
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. Proc. VLDB Endow. 16(11): 3279-3292 (2023) - [c23]Rishi Advani
, Paolo Papotti
, Abolfazl Asudeh
:
Maximizing Neutrality in News Ordering. KDD 2023: 11-24 - [c22]Fatemeh Nargesian
, Abolfazl Asudeh
, H. V. Jagadish
:
Next-generation Challenges of Responsible Data Integration. WSDM 2023: 1256-1259 - [i32]Francesco Di Carlo, Nazanin Nezami, Hadis Anahideh, Abolfazl Asudeh:
FairPilot: An Explorative System for Hyperparameter Tuning through the Lens of Fairness. CoRR abs/2304.04679 (2023) - [i31]Khanh-Duy Nguyen, Nima Shahbazi, Abolfazl Asudeh:
PopSim: An Individual-level Population Simulator for Equitable Allocation of City Resources. CoRR abs/2305.02204 (2023) - [i30]Rishi Advani, Paolo Papotti, Abolfazl Asudeh:
Maximizing Neutrality in News Ordering. CoRR abs/2305.15790 (2023) - [i29]Sana Ebrahimi, Rishi Advani, Abolfazl Asudeh:
Sampling-Based Techniques for Training Deep Neural Networks with Limited Computational Resources: A Scalability Evaluation. CoRR abs/2306.09293 (2023) - [i28]Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh:
Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach. CoRR abs/2306.13868 (2023) - [i27]Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh, Divesh Srivastava:
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. CoRR abs/2307.02726 (2023) - [i26]Suraj Shetiya, Shohedul Hasan, Abolfazl Asudeh, Gautam Das:
Efficient Strongly Polynomial Algorithms for Quantile Regression. CoRR abs/2307.08706 (2023) - [i25]Abolfazl Asudeh, Nima Shahbazi, Stavros Sintos:
A Fair and Memory/Time-efficient Hashmap. CoRR abs/2307.11355 (2023) - [i24]Rishi Advani, Abolfazl Asudeh:
Online Maximum Independent Set of Hyperrectangles. CoRR abs/2307.13261 (2023) - [i23]Mohit Singhal, Javier Pacheco, Tanushree Debi, Seyyed Mohammad Sadegh Moosavi Khorzooghi, Abolfazl Asudeh, Gautam Das
, Shirin Nilizadeh:
Auditing Yelp's Business Ranking and Review Recommendation Through the Lens of Fairness. CoRR abs/2308.02129 (2023) - 2022
- [j22]Hadis Anahideh
, Abolfazl Asudeh
, Saravanan Thirumuruganathan
:
Fair active learning. Expert Syst. Appl. 199: 116981 (2022) - [j21]Ian P. Swift, Sana Ebrahimi, Azade Nova, Abolfazl Asudeh
:
Maximizing Fair Content Spread via Edge Suggestion in Social Networks. Proc. VLDB Endow. 15(11): 2692-2705 (2022) - [j20]Abolfazl Asudeh
, Fatemeh Nargesian:
Towards Distribution-aware Query Answering in Data Markets. Proc. VLDB Endow. 15(11): 3137-3144 (2022) - [j19]Abolfazl Asudeh
, Gautam Das
, H. V. Jagadish
, Shangqi Lu
, Azade Nazi
, Yufei Tao
, Nan Zhang
, Jianwen Zhao
:
On Finding Rank Regret Representatives. ACM Trans. Database Syst. 47(3): 10:1-10:37 (2022) - [c21]Suraj Shetiya
, Ian P. Swift, Abolfazl Asudeh
, Gautam Das
:
Fairness-Aware Range Queries for Selecting Unbiased Data. ICDE 2022: 1423-1436 - [c20]Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish:
Responsible Data Integration: Next-generation Challenges. SIGMOD Conference 2022: 2458-2464 - [i22]Nima Shahbazi, Yin Lin, Abolfazl Asudeh, H. V. Jagadish:
A Survey on Techniques for Identifying and Resolving Representation Bias in Data. CoRR abs/2203.11852 (2022) - [i21]Nima Shahbazi, Abolfazl Asudeh:
Data-Centric Distrust Quantification for Responsible AI: When Data-driven Outcomes Are Not Reliable. CoRR abs/2204.07682 (2022) - [i20]Ian P. Swift, Sana Ebrahimi, Azade Nova, Abolfazl Asudeh:
Maximizing Fair Content Spread via Edge Suggestion in Social Networks. CoRR abs/2207.07704 (2022) - 2021
- [j18]Abolfazl Asudeh
, Jees Augustine, Saravanan Thirumuruganathan, Azade Nazi, Nan Zhang, Gautam Das
, Divesh Srivastava:
Scalable signal reconstruction for a broad range of applications. Commun. ACM 64(2): 106-115 (2021) - [j17]Abolfazl Asudeh, You Wu, Cong Yu, H. V. Jagadish:
Perturbation-based Detection and Resolution of Cherry-picking. IEEE Data Eng. Bull. 44(3): 52-65 (2021) - [j16]Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish:
Tailoring Data Source Distributions for Fairness-aware Data Integration. Proc. VLDB Endow. 14(11): 2519-2532 (2021) - [c19]Matteo Corain, Paolo Garza, Abolfazl Asudeh:
DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets. ICDE 2021: 37-48 - [c18]Hantian Zhang, Nima Shahbazi, Xu Chu, Abolfazl Asudeh:
FairRover: explorative model building for fair and responsible machine learning. DEEM@SIGMOD 2021: 5:1-5:10 - [c17]Abolfazl Asudeh, Nima Shahbazi
, Zhongjun Jin, H. V. Jagadish:
Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes. SIGMOD Conference 2021: 129-141 - [c16]Hantian Zhang, Xu Chu, Abolfazl Asudeh, Shamkant B. Navathe:
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning. SIGMOD Conference 2021: 2076-2088 - [i19]Hantian Zhang, Xu Chu, Abolfazl Asudeh, Shamkant B. Navathe:
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning. CoRR abs/2103.09055 (2021) - [i18]Hadis Anahideh, Nazanin Nezami, Abolfazl Asudeh:
On the Choice of Fairness: Finding Representative Fairness Metrics for a Given Context. CoRR abs/2109.05697 (2021) - 2020
- [j15]Abolfazl Asudeh, H. V. Jagadish, You Wu, Cong Yu:
On Detecting Cherry-picked Trendlines. Proc. VLDB Endow. 13(6): 939-952 (2020) - [j14]Yin Lin, Yifan Guan, Abolfazl Asudeh, H. V. Jagadish:
Identifying Insufficient Data Coverage in Databases with Multiple Relations. Proc. VLDB Endow. 13(11): 2229-2242 (2020) - [j13]Jees Augustine, Suraj Shetiya
, Abolfazl Asudeh, Saravanan Thirumuruganathan, Azade Nazi, Nan Zhang, Gautam Das
, Divesh Srivastava:
Orca-SR: A Real-Time Traffic Engineering Framework leveraging Similarity Joins. Proc. VLDB Endow. 13(12): 2977-2980 (2020) - [j12]Abolfazl Asudeh, H. V. Jagadish:
Fairly Evaluating and Scoring Items in a Data Set. Proc. VLDB Endow. 13(12): 3445-3448 (2020) - [j11]Abolfazl Asudeh
, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
, Divesh Srivastava:
Scalable algorithms for signal reconstruction by leveraging similarity joins. VLDB J. 29(2-3): 681-707 (2020) - [c15]Zhongjun Jin, Mengjing Xu, Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish:
MithraCoverage: A System for Investigating Population Bias for Intersectional Fairness. SIGMOD Conference 2020: 2721-2724 - [i17]Hadis Anahideh, Abolfazl Asudeh:
Fair Active Learning. CoRR abs/2001.01796 (2020) - [i16]Abolfazl Asudeh, Tanya Y. Berger-Wolf, Bhaskar DasGupta, Anastasios Sidiropoulos:
Maximizing coverage while ensuring fairness: a tale of conflicting objective. CoRR abs/2007.08069 (2020) - [i15]Yoko Nagafuchi, Yin Lin, Kaushal Mamgain, Abolfazl Asudeh, H. V. Jagadish, You Wu, Cong Yu:
MithraDetective: A System for Cherry-picked Trendlines Detection. CoRR abs/2010.08807 (2020)
2010 – 2019
- 2019
- [j10]Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich:
Towards Responsible Data-driven Decision Making in Score-Based Systems. IEEE Data Eng. Bull. 42(3): 76-87 (2019) - [j9]Sona Hasani, Faezeh Ghaderi, Shohedul Hasan, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das
:
ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse. Proc. VLDB Endow. 12(12): 1906-1909 (2019) - [j8]Suraj Shetiya
, Abolfazl Asudeh, Sadia Ahmed, Gautam Das
:
A Unified Optimization Algorithm For Solving "Regret-Minimizing Representative" Problems. Proc. VLDB Endow. 13(3): 239-251 (2019) - [j7]Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava:
Efficient Signal Reconstruction for a Broad Range of Applications. SIGMOD Rec. 48(1): 42-49 (2019) - [c14]Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich:
MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science. CIKM 2019: 2893-2896 - [c13]Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish:
Assessing and Remedying Coverage for a Given Dataset. ICDE 2019: 554-565 - [c12]Abolfazl Asudeh
, Azade Nazi, Nick Koudas, Gautam Das
:
Maximizing Gain over Flexible Attributes in Peer to Peer Marketplaces. PAKDD (3) 2019: 327-345 - [c11]Abolfazl Asudeh
, Azade Nazi, Nan Zhang, Gautam Das
, H. V. Jagadish:
RRR: Rank-Regret Representative. SIGMOD Conference 2019: 263-280 - [c10]Abolfazl Asudeh
, H. V. Jagadish, Julia Stoyanovich, Gautam Das:
Designing Fair Ranking Schemes. SIGMOD Conference 2019: 1259-1276 - [c9]Yifan Guan, Abolfazl Asudeh, Pranav Mayuram, H. V. Jagadish, Julia Stoyanovich, Gerome Miklau, Gautam Das
:
MithraRanking: A System for Responsible Ranking Design. SIGMOD Conference 2019: 1913-1916 - [i14]Abolfazl Asudeh, H. V. Jagadish:
Responsible Scoring Mechanisms Through Function Sampling. CoRR abs/1911.10073 (2019) - 2018
- [j6]Abolfazl Asudeh, Azade Nazi, Jees Augustine, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
, Divesh Srivastava:
Leveraging Similarity Joins for Signal Reconstruction. Proc. VLDB Endow. 11(10): 1276-1288 (2018) - [j5]Sona Hasani, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das
:
Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse. Proc. VLDB Endow. 11(11): 1468-1481 (2018) - [j4]Abolfazl Asudeh, H. V. Jagadish, Gerome Miklau, Julia Stoyanovich:
On Obtaining Stable Rankings. Proc. VLDB Endow. 12(3): 237-250 (2018) - [c8]Yeshwanth Durairaj Gunasekaran, Abolfazl Asudeh, Sona Hasani, Nan Zhang, Ali Jaoua, Gautam Das
:
QR2: A Third-Party Query Reranking Service over Web Databases. ICDE 2018: 1653-1656 - [c7]Ke Yang
, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau:
A Nutritional Label for Rankings. SIGMOD Conference 2018: 1773-1776 - [i13]Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das, H. V. Jagadish:
RRR: Rank-Regret Representative. CoRR abs/1802.10303 (2018) - [i12]Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau:
A Nutritional Label for Rankings. CoRR abs/1804.07890 (2018) - [i11]Abolfazl Asudeh, H. V. Jagadish, Gerome Miklau, Julia Stoyanovich:
On Obtaining Stable Rankings. CoRR abs/1804.10990 (2018) - [i10]Yeshwanth D. Gunasekaran, Abolfazl Asudeh, Sona Hasani, Nan Zhang, Ali Jaoua, Gautam Das:
QR2: A Third-party Query Reranking Service Over Web Databases. CoRR abs/1807.05258 (2018) - [i9]Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish:
Assessing and Remedying Coverage for a Given Dataset. CoRR abs/1810.06742 (2018) - 2017
- [c6]Md Farhadur Rahman, Abolfazl Asudeh, Nick Koudas, Gautam Das
:
Efficient Computation of Subspace Skyline over Categorical Domains. CIKM 2017: 407-416 - [c5]Azade Nazi, Abolfazl Asudeh, Gautam Das
, Nan Zhang, Ali Jaoua:
MobiFace: A Mobile Application for Faceted Search over Hidden Web Databases. ICCA 2017: 13-17 - [c4]Abolfazl Asudeh
, Azade Nazi, Nan Zhang, Gautam Das
:
Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative. SIGMOD Conference 2017: 821-834 - [i8]Md Farhadur Rahman, Abolfazl Asudeh, Nick Koudas, Gautam Das:
Efficient Computation of Subspace Skyline over Categorical Domains. CoRR abs/1703.00080 (2017) - [i7]Abolfazl Asudeh, Azade Nazi, Nick Koudas, Gautam Das:
Assisting Service Providers In Peer-to-peer Marketplaces: Maximizing Gain Over Flexible Attributes. CoRR abs/1705.03028 (2017) - [i6]Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, Gautam Das:
Designing Fair Ranking Schemes. CoRR abs/1712.09752 (2017) - 2016
- [j3]Abolfazl Asudeh
, Gergely V. Záruba, Sajal K. Das
:
A general model for MAC protocol selection in wireless sensor networks. Ad Hoc Networks 36: 189-202 (2016) - [j2]Abolfazl Asudeh
, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
:
Discovering the Skyline of Web Databases. Proc. VLDB Endow. 9(7): 600-611 (2016) - [j1]Abolfazl Asudeh
, Nan Zhang, Gautam Das
:
Query Reranking As A Service. Proc. VLDB Endow. 9(11): 888-899 (2016) - [c3]Ning Yan, Sona Hasani, Abolfazl Asudeh
, Chengkai Li:
Generating Preview Tables for Entity Graphs. SIGMOD Conference 2016: 1797-1811 - [i5]Abolfazl Asudeh, Nan Zhang, Gautam Das:
Query Reranking As A Service. CoRR abs/1602.05100 (2016) - 2015
- [c2]Abolfazl Asudeh
, Gensheng Zhang, Naeemul Hassan, Chengkai Li, Gergely V. Záruba:
Crowdsourcing Pareto-Optimal Object Finding By Pairwise Comparisons. CIKM 2015: 753-762 - [i4]Abolfazl Asudeh, Gergely V. Záruba, Sajal K. Das:
A General Model for MAC Protocol Selection in Wireless Sensor Networks. CoRR abs/1501.01657 (2015) - [i3]Abolfazl Asudeh, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das:
Discovering the Skyline of Web Databases. CoRR abs/1512.02138 (2015) - 2014
- [i2]Ning Yan, Abolfazl Asudeh, Chengkai Li:
Generating Preview Tables for Entity Graphs. CoRR abs/1403.5006 (2014) - [i1]Abolfazl Asudeh, Gensheng Zhang, Naeemul Hassan, Chengkai Li, Gergely V. Záruba:
Crowdsourcing Pareto-Optimal Object Finding by Pairwise Comparisons. CoRR abs/1409.4161 (2014)
2000 – 2009
- 2008
- [c1]Abolfazl Asudeh, Ali Movaghar
:
MEHR: Multi-Hop Energy-Aware Hierarchical Routing for Wireless Sensor Networks. NTMS 2008: 1-6
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 21:15 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint