Theo dõi
Babak Salimi
Babak Salimi
Assistant Professor, UCSD
Email được xác minh tại ucsd.edu - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Interventional fairness: Causal database repair for algorithmic fairness
B Salimi, L Rodriguez, B Howe, D Suciu
Proceedings of the 2019 International Conference on Management of Data, 793-810, 2019
2282019
Explaining black-box algorithms using probabilistic contrastive counterfactuals
S Galhotra, R Pradhan, B Salimi
Proceedings of the 2021 International Conference on Management of Data, 577-590, 2021
1242021
Bias in OLAP queries: Detection, explanation, and removal
B Salimi, J Gehrke, D Suciu
Proceedings of the 2018 International Conference on Management of Data, 1021 …, 2018
682018
Interpretable data-based explanations for fairness debugging
R Pradhan, J Zhu, B Glavic, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 247-261, 2022
642022
Causal relational learning
B Salimi, H Parikh, M Kayali, L Getoor, S Roy, D Suciu
Proceedings of the 2020 ACM SIGMOD international conference on management of …, 2020
532020
Quantifying Causal Effects on Query Answering in Databases.
B Salimi, LE Bertossi, D Suciu, G Van den Broeck
TaPP, 2016
472016
Database repair meets algorithmic fairness
B Salimi, B Howe, D Suciu
ACM SIGMOD Record 49 (1), 34-41, 2020
432020
Causes for query answers from databases: Datalog abduction, view-updates, and integrity constraints
L Bertossi, B Salimi
International Journal of Approximate Reasoning 90, 226-252, 2017
402017
From causes for database queries to repairs and model-based diagnosis and back
L Bertossi, B Salimi
Theory of Computing Systems 61, 191-232, 2017
402017
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
R Pradhan, A Lahiri, S Galhotra, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 2452 …, 2022
322022
Through the data management lens: Experimental analysis and evaluation of fair classification
MT Islam, A Fariha, A Meliou, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 232-246, 2022
292022
Data management for causal algorithmic fairness
B Salimi, B Howe, D Suciu
arXiv preprint arXiv:1908.07924, 2019
272019
Capuchin: Causal database repair for algorithmic fairness
B Salimi, L Rodriguez, B Howe, D Suciu
arXiv preprint arXiv:1902.08283, 2019
272019
HypDB: a demonstration of detecting, explaining and resolving bias in OLAP queries
B Salimi, C Cole, P Li, J Gehrke, D Suciu
Proceedings of the VLDB Endowment 11 (12), 2062-2065, 2018
232018
From causes for database queries to repairs and model-based diagnosis and back
B Salimi, L Bertossi
arXiv preprint arXiv:1412.4311, 2015
232015
On Explaining Confounding Bias
B Youngmann, M Cafarella, Y Moskovitch, B Salimi
arXiv preprint arXiv:2210.02943, 2022
192022
Causal data integration
B Youngmann, M Cafarella, B Salimi, A Zeng
arXiv preprint arXiv:2305.08741, 2023
182023
Hyper: Hypothetical reasoning with what-if and how-to queries using a probabilistic causal approach
S Galhotra, A Gilad, S Roy, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 1598 …, 2022
182022
Mining approximate acyclic schemes from relations
B Kenig, P Mundra, G Prasaad, B Salimi, D Suciu
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
152020
Query-answer causality in databases: abductive diagnosis and view-updates
B Salimi, L Bertossi
arXiv preprint arXiv:1506.04299, 2015
13*2015
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