Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder

Hyemi Kim, SeungJae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon. Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 8128-8136, AAAI Press, 2021. [doi]

Abstract

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