Artikelen met mandaten voor openbare toegang - Babak SalimiMeer informatie
Ergens beschikbaar: 20
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
Mandaten: US National Science Foundation
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
Mandaten: US National Science Foundation
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
Mandaten: US National Science Foundation
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
Mandaten: US National Science Foundation, US National Institutes of Health
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
Mandaten: Natural Sciences and Engineering Research Council of Canada
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
Mandaten: Natural Sciences and Engineering Research Council of Canada
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
Mandaten: US National Science Foundation
On Explaining Confounding Bias
B Youngmann, M Cafarella, Y Moskovitch, B Salimi
arXiv preprint arXiv:2210.02943, 2022
Mandaten: US National Science Foundation
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
Mandaten: US National Science Foundation
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
Mandaten: US National Science Foundation
Query-answer causality in databases: abductive diagnosis and view-updates
B Salimi, L Bertossi
arXiv preprint arXiv:1506.04299, 2015
Mandaten: Natural Sciences and Engineering Research Council of Canada
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
Mandaten: US National Science Foundation
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
Mandaten: US National Science Foundation
NEXUS: On Explaining Confounding Bias
B Youngmann, M Cafarella, Y Moskovitch, B Salimi
Companion of the 2023 International Conference on Management of Data, 171-174, 2023
Mandaten: US National Science Foundation
MobilityMirror: Bias-adjusted transportation datasets
L Rodriguez, B Salimi, H Ping, J Stoyanovich, B Howe
Big Social Data and Urban Computing: First Workshop, BiDU 2018, Rio de …, 2019
Mandaten: US National Science Foundation
Causal What-If and How-To Analysis Using HypeR
F Shen, K Heravi, O Gomez, S Galhotra, A Gilad, S Roy, B Salimi
2023 IEEE 39th International Conference on Data Engineering (ICDE), 3663-3666, 2023
Mandaten: US National Science Foundation
Generating interpretable data-based explanations for fairness debugging using gopher
J Zhu, R Pradhan, B Glavic, B Salimi
Proceedings of the 2022 International Conference on Management of Data, 2433 …, 2022
Mandaten: US National Science Foundation
Demonstration of inferring causality from relational databases with CaRL
M Kayali, B Salimi, D Suciu
Proceedings of the VLDB Endowment 13 (12), 2985-2988, 2020
Mandaten: US National Science Foundation
SAFE-PASS: Stewardship, Advocacy, Fairness and Empowerment in Privacy, Accountability, Security, and Safety for Vulnerable Groups
I Ray, B Thuraisingham, J Vaidya, S Mehrotra, V Atluri, I Ray, ...
Proceedings of the 28th ACM Symposium on Access Control Models and …, 2023
Mandaten: US National Science Foundation
HR: Hypothetical Reasoning With What-If and How-To eries Using a Probabilistic Causal Approach
S Galhotra, A Gilad, S Roy, B Salimi
Mandaten: US National Science Foundation
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