Babak Salimi

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Coauteurs

Dan SuciuUniversity of WashingtonAdresse e-mail validée de cs.washington.edu
Sainyam GalhotraCornell UniversityAdresse e-mail validée de cornell.edu
Leopoldo BertossiProf. of Computer Science, Carleton University, Ottawa, CanadaAdresse e-mail validée de scs.carleton.ca
Bill HoweUniversity of WashingtonAdresse e-mail validée de uw.edu
Sudeepa RoyDuke University, Computer ScienceAdresse e-mail validée de cs.duke.edu
Jiongli ZhuUniversity of California San DiegoAdresse e-mail validée de ucsd.edu
Harsh ParikhJohns Hopkins UniversityAdresse e-mail validée de jh.edu
Johannes GehrkeMicrosoftAdresse e-mail validée de microsoft.com
Boris GlavicAssociate Professor, University of Illinois at ChicagoAdresse e-mail validée de uic.edu
Aditya LahiriUniversity of California, San DiegoAdresse e-mail validée de ucsd.edu
Michael CafarellaPrincipal Research Scientist, MIT CSAILAdresse e-mail validée de umich.edu
Alexandra MeliouUniversity of Massachusetts, AmherstAdresse e-mail validée de cs.umass.edu
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzAdresse e-mail validée de ucsc.edu
Ehsan AdeliStanford UniversityAdresse e-mail validée de stanford.edu
Guy Van den BroeckProfessor and Samueli Fellow, UCLAAdresse e-mail validée de cs.ucla.edu
Seyedeh Baharan KhatamiUniversity of California San DiegoAdresse e-mail validée de ucsd.edu
Alexander CloningerAssociate Professor, Department of Mathematics & Halicioglu Data Science Institute, UC San DiegoAdresse e-mail validée de ucsd.edu
Parjanya Prajakta PrashantUniversity of California San DiegoAdresse e-mail validée de ucsd.edu
Bruno RibeiroAssociate Professor of Computer Science at Purdue UniversityAdresse e-mail validée de cs.purdue.edu

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Babak Salimi

Assistant Professor, UCSD

Adresse e-mail validée de ucsd.edu - Page d'accueil

Data Management Data Cleaning Data-centric AI Responsible Data Science


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	223	2019
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	123	2021
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	67	2018
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	63	2022
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	51	2020
Quantifying Causal Effects on Query Answering in Databases. B Salimi, LE Bertossi, D Suciu, G Van den Broeck TaPP, 2016	46	2016
Database repair meets algorithmic fairness B Salimi, B Howe, D Suciu ACM SIGMOD Record 49 (1), 34-41, 2020	43	2020
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	40	2017
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	39	2017
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	29	2022
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	28	2022
Data management for causal algorithmic fairness B Salimi, B Howe, D Suciu arXiv preprint arXiv:1908.07924, 2019	26	2019
Capuchin: Causal database repair for algorithmic fairness B Salimi, L Rodriguez, B Howe, D Suciu arXiv preprint arXiv:1902.08283, 2019	26	2019
From causes for database queries to repairs and model-based diagnosis and back B Salimi, L Bertossi arXiv preprint arXiv:1412.4311, 2015	23	2015
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	22	2018
On Explaining Confounding Bias B Youngmann, M Cafarella, Y Moskovitch, B Salimi arXiv preprint arXiv:2210.02943, 2022	17	2022
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	17	2022
Causal data integration B Youngmann, M Cafarella, B Salimi, A Zeng arXiv preprint arXiv:2305.08741, 2023	16	2023
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	15	2020
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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