Следене
Abolfazl Asudeh
Abolfazl Asudeh
Assistant Professor of Computer Science, University of Illinois Chicago
Потвърден имейл адрес: uic.edu - Начална страница
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Позовавания
Позовавания
Година
Designing Fair Ranking Schemes
A Asudeh, HV Jagadish, J Stoyanovich, G Das
SIGMOD 2019, 2019
2122019
A Nutritional Label for Rankings
K Yang, J Stoyanovich, A Asudeh, B Howe, HV Jagadish, G Miklau
SIGMOD (Demo Track), Proceedings of the 2018 International Conference on …, 2018
1352018
Assessing and Remedying Coverage for a Given Dataset
A Asudeh, Z Jin, HV Jagadish
ICDE 2019, 2019
1252019
Representation bias in data: A survey on identification and resolution techniques
N Shahbazi, Y Lin, A Asudeh, HV Jagadish
ACM Computing Surveys 55 (13s), 1-39, 2023
107*2023
Fair Active Learning
H Anahideh, A Asudeh, S Thirumuruganathan
Expert Systems with Applications, 2022
832022
Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative
A Asudeh, A Nazi, N Zhang, G Das
SIGMOD, 821-834, 2017
572017
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning
H Zhang, X Chu, A Asudeh, SB Navathe
SIGMOD, In Proceedings of the 2021 International Conference on Management of …, 2021
532021
Mithralabel: Flexible dataset nutritional labels for responsible data science
C Sun, A Asudeh, HV Jagadish, B Howe, J Stoyanovich
CIKM '19: Proceedings of the 28th ACM International Conference on …, 2019
532019
Identifying Insufficient Data Coverage in Databases with Multiple Relations
Y Lin, Y Guan, A Asudeh, HV Jagadish
Proceedings of the VLDB Endowment 13 (11), 2229-2242, 2020
502020
Tailoring Data Source Distributions for Fairness-aware Data Integration
F Nargesian, A Asudeh, HV Jagadish
Proceedings of the VLDB Endowment 14 (11), 2021
492021
Mithracoverage: a system for investigating population bias for intersectional fairness
Z Jin, M Xu, C Sun, A Asudeh, HV Jagadish
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
442020
Identifying Insuficient Data Coverage for Ordinal Continuous-Valued Atributes
A Asudeh, N Shahbazi, Z Jin, HV Jagadish
SIGMOD, In Proceedings of the 2021 International Conference on Management of …, 2021
402021
On Obtaining Stable Rankings
A Asudeh, HV Jagadish, G Miklau, J Stoyanovich
Proceedings of the VLDB Endowment 2019 12 (3), 237-250, 2019
402019
Responsible Data Integration: Next-generation Challenges
F Nargesian, A Asudeh, HV Jagadish
SIGMOD'22: Proceedings of the 2022 International Conference on Management of …, 2022
332022
Discovering the Skyline of Web Databases
A Asudeh, S Thirumuruganathan, N Zhang, G Das
The Proceedings of the VLDB Endowment (PVLDB) 9 (7), 600-611, 2016
302016
Fairly Evaluating and Scoring Items in a Data Set
A Asudeh, HV Jagadish
Proceedings of the VLDB Endowment 13 (12), 2020
292020
On Detecting Cherry-picked Trendlines
A Asudeh, HV Jagadish, YW Wu, C Yu
Proceedings of the VLDB Endowment 13 (6), 939-952, 2020
292020
RRR: Rank-Regret Representative
A Asudeh, A Nazi, N Zhang, G Das, HV Jagadish
Proceedings of the ACM SIGMOD International Conference on Management of Data …, 2019
29*2019
Crowdsourcing pareto-optimal object finding by pairwise comparisons
A Asudeh, G Zhang, N Hassan, C Li, GV Zaruba
CIKM, 753-762, 2015
282015
Efficient construction of approximate ad-hoc ML models through materialization and reuse
S Hasani, S Thirumuruganathan, A Asudeh, N Koudas, G Das
Proceedings of the VLDB Endowment 11 (11), 1468-1481, 2018
272018
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