Sotabase

Career

· UC San Diego

Publications (66)

Interventional Fairness: Causal Database Repair for Algorithmic Fairness
SIGMOD Conference · 2019
204
cited
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals
SIGMOD Conference · 2021
117
cited
Interpretable Data-Based Explanations for Fairness Debugging
SIGMOD Conference · 2021
66
cited
Bias in OLAP Queries: Detection, Explanation, and Removal
SIGMOD Conference · 2018
62
cited
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back
Theory of Computing Systems · 2014
62
cited
Causal Relational Learning
SIGMOD Conference · 2020
50
cited
Quantifying Causal Effects on Query Answering in Databases
Workshop on the Theory and Practice of Provenance · 2016
49
cited
Database Repair Meets Algorithmic Fairness
SIGMOD record · 2020
37
cited
Causes for query answers from databases: Datalog abduction, view-updates, and integrity constraints
International Journal of Approximate Reasoning · 2016
36
cited
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
IEEE International Conference on Data Engineering · 2022
34
cited
Capuchin: Causal Database Repair for Algorithmic Fairness
arXiv.org · 2019
30
cited
Data Management for Causal Algorithmic Fairness
IEEE Data Engineering Bulletin · 2019
27
cited
HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach
SIGMOD Conference · 2022
22
cited
HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries
Proceedings of the VLDB Endowment · 2018
19
cited
Mining Approximate Acyclic Schemes from Relations
SIGMOD Conference · 2019
18
cited
Causal Data Integration
Proceedings of the VLDB Endowment · 2023
13
cited
Consistent Range Approximation for Fair Predictive Modeling
Proceedings of the VLDB Endowment · 2022
13
cited
Inflammatory Potential of Diet and Odds of Lung Cancer: A Case-Control Study
Nutrition and Cancer · 2022
11
cited
The miR-146a SNP Rs2910164 and miR-155 SNP rs767649 Are Risk Factors for Non-Small Cell Lung Cancer in the Iranian Population
Canadian Respiratory Journal · 2020
11
cited
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints
The Florida AI Research Society · 2016
10
cited
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