A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification

Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida. A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification. In Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi, editors, Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023. pages 184-198, Association for Computational Linguistics, 2023. [doi]

Abstract

Abstract is missing.