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Quantifying Causal Effects on Query Answering in Databases.

, , , и . CoRR, (2016)

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Nabiollah Salimi

Alicja Babakhani

Behrouz Babaki

Farsam Salimi

Sattar Babakhan

 

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Data Management for Causal Algorithmic Fairness., , и . IEEE Data Eng. Bull., 42 (3): 24-35 (2019)ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data., и . CoRR, (2016)Detecting Treatment Effect Modifiers in Social Networks., , , и . CoRR, (2021)Query-Answer Causality in Databases: Abductive Diagnosis and View Updates., и . ACI@UAI, том 1504 из CEUR Workshop Proceedings, стр. 76-85. CEUR-WS.org, (2015)Causal Inference in Data Analysis with Applications to Fairness and Explanations., и . Reasoning Web, том 13759 из Lecture Notes in Computer Science, стр. 105-131. Springer, (2022)Interventional Fairness: Causal Database Repair for Algorithmic Fairness., , , и . SIGMOD Conference, стр. 793-810. ACM, (2019)On the Diagnostic Resolution of Signature Analysis., , и . ICCAD, стр. 364-367. IEEE Computer Society, (1990)First Workshop on Governance, Understanding and Integration of Data for Effective and Responsible AI (GUIDE-AI)., , , , и . SIGMOD Conference Companion, стр. 661-662. ACM, (2024)From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back., и . Theory Comput. Syst., 61 (1): 191-232 (2017)Crab: Learning Certifiably Fair Predictive Models in the Presence of Selection Bias., , , и . CoRR, (2022)