Learning Unbiased Representations via Rényi Minimization

7 September 2020

Papers citing "Learning Unbiased Representations via Rényi Minimization"

6 / 6 papers shown

Title
On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms Haoyu Lei Amin Gohari Farzan Farnia FaML 29 1 0 28 Feb 2024
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer Firas Laakom Jenni Raitoharju Alexandros Iosifidis M. Gabbouj AI4CE 26 7 0 03 Jan 2023
Fairness without the sensitive attribute via Causal Variational Autoencoder Vincent Grari Sylvain Lamprier Marcin Detyniecki 24 26 0 10 Sep 2021
On the Global Optima of Kernelized Adversarial Representation Learning Bashir Sadeghi Runyi Yu Vishnu Naresh Boddeti AAML 59 31 0 16 Oct 2019
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 673 0 17 Feb 2018
On Maximal Correlation, Mutual Information and Data Privacy S. Asoodeh F. Alajaji Tamás Linder 18 48 0 08 Oct 2015