Publications

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. Database Repair Meets Algorithmic Fairness. SIGMOD record, 2020.

Project

. Demonstration of Inferring Causality from RelationalDatabases with CaRL. VLDB, 2020.

Project

. Causal Relational Learning. ACM SIGMOD, 2020.

Preprint Project

. Mining Approximate Acyclic Schemes from Relations. ACM SIGMOD, 2020.

Preprint

. Interventional Fairness: Causal Database Repair for Algorithmic Fairness. ACM SIGMOD, 2019.

Preprint PDF Project

. Data Management for Causal Algorithmic Fairness. IEEE Data Engineering Bulletin, 2019.

Preprint Project

. MobilityMirror: Bias-Adjusted Synthetic Transportation Datasets.. 2018.

Project

. HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries.. VLDB, 2018.

PDF Project

. Bias in OLAP Queries: Detection, Explanation, and Removal. ACM SIGMOD, 2018.

Preprint PDF Project

. ZaliQL: causal inference from observational data at scale. VLDB, 2017.

PDF Code Project

. From causes for database queries to repairs and model-based diagnosis and back. ICDT 2015, 2015.

PDF