Babak Salimi
Title
Cited by
Cited by
Year
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
732019
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
312018
From causes for database queries to repairs and model-based diagnosis and back
L Bertossi, B Salimi
Theory of Computing Systems 61 (1), 191-232, 2017
272017
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
242017
Quantifying Causal Effects on Query Answering in Databases.
B Salimi, LE Bertossi, D Suciu, G Van den Broeck
TaPP, 2016
242016
From causes for database queries to repairs and model-based diagnosis and back
B Salimi, L Bertossi
arXiv preprint arXiv:1412.4311, 2014
192014
Capuchin: Causal database repair for algorithmic fairness
B Salimi, L Rodriguez, B Howe, D Suciu
arXiv preprint arXiv:1902.08283, 2019
172019
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
122018
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
92021
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
92020
Query-answer causality in databases: abductive diagnosis and view-updates
B Salimi, L Bertossi
arXiv preprint arXiv:1506.04299, 2015
92015
Data management for causal algorithmic fairness
B Salimi, B Howe, D Suciu
arXiv preprint arXiv:1908.07924, 2019
82019
Database repair meets algorithmic fairness
B Salimi, B Howe, D Suciu
ACM SIGMOD Record 49 (1), 34-41, 2020
72020
Zaliql: causal inference from observational data at scale
B Salimi, C Cole, DRK Ports, D Suciu
Proceedings of the VLDB Endowment 10 (12), 1957-1960, 2017
62017
Causes for query answers from databases, datalog abduction and view-updates: The presence of integrity constraints
B Salimi, L Bertossi
The Twenty-Ninth International Flairs Conference, 2016
62016
Causality in databases: The diagnosis and repair connections
B Salimi, L Bertossi
arXiv preprint arXiv:1404.6857, 2014
62014
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
52020
MobilityMirror: Bias-adjusted transportation datasets
L Rodriguez, B Salimi, H Ping, J Stoyanovich, B Howe
Workshop on Big Social Data and Urban Computing, 18-39, 2018
52018
A demonstration of interactive analysis of performance measurements with viska
H Gudmundsdottir, B Salimi, M Balazinska, DRK Ports, D Suciu
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
42017
Query-Answer Causality in Databases and its Connections with Reverse Reasoning Tasks in Data and Knowledge Management
B Salimi
Carleton University, 2016
42016
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Articles 1–20