Differentially Private and Fair Classification via Calibrated Functional Mechanism

Jiahao Ding, Xinyue Zhang, Xiaohuan Li, Junyi Wang, Rong Yu, Miao Pan. Differentially Private and Fair Classification via Calibrated Functional Mechanism. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 622-629, AAAI Press, 2020. [doi]

Abstract

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