Babak Salimi
Babak Salimi
Dirección de correo verificada de ucsd.edu - Página principal
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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
292019
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
222018
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
222017
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
212017
Quantifying Causal Effects on Query Answering in Databases.
B Salimi, LE Bertossi, D Suciu, G Van den Broeck
TaPP, 2016
202016
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
132019
Query-answer causality in databases: abductive diagnosis and view-updates
B Salimi, L Bertossi
arXiv preprint arXiv:1506.04299, 2015
92015
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
72018
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
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
Data management for causal algorithmic fairness
B Salimi, B Howe, D Suciu
arXiv preprint arXiv:1908.07924, 2019
52019
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
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
32020
Hypdb: Detect, explain and resolve bias in olap
B Salimi, J Gehrke, D Suciu
arXiv preprint arXiv:1803.04562, 2018
32018
Unifying causality, diagnosis, repairs and view-updates in databases
L Bertossi, B Salimi
arXiv preprint arXiv:1405.4228, 2014
32014
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
22018
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