OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning

Hantian Zhang, Xu Chu, Abolfazl Asudeh, Shamkant B. Navathe. OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning. In Guoliang Li 0001, Zhanhuai Li, Stratos Idreos, Divesh Srivastava, editors, SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021. pages 2076-2088, ACM, 2021. [doi]

Abstract

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