Fundamental Limits and Tradeoffs in Invariant Representation Learning

19 December 2020

Papers citing "Fundamental Limits and Tradeoffs in Invariant Representation Learning"

4 / 4 papers shown

Title
Rethinking Fair Representation Learning for Performance-Sensitive Tasks Charles Jones Fabio De Sousa Ribeiro Mélanie Roschewitz Daniel Coelho De Castro Ben Glocker FaML OOD CML 55 1 0 05 Oct 2024
Repeated Environment Inference for Invariant Learning Aayush Mishra Anqi Liu BDL OOD 6 0 0 26 Jul 2022
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 208 663 0 17 Feb 2018
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 205 713 0 12 May 2016