Efficient Fairness-Performance Pareto Front Computation

26 September 2024

Papers citing "Efficient Fairness-Performance Pareto Front Computation"

5 / 5 papers shown

Title
Verified Uncertainty Calibration Ananya Kumar Percy Liang Tengyu Ma 167 356 0 23 Sep 2019
Aequitas: A Bias and Fairness Audit Toolkit Pedro Saleiro Benedict Kuester Loren Hinkson J. London Abby Stevens Ari Anisfeld Kit T. Rodolfa Rayid Ghani 109 324 0 14 Nov 2018
The Frontiers of Fairness in Machine Learning Alexandra Chouldechova Aaron Roth FaML 191 416 0 20 Oct 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 379 684 0 17 Feb 2018
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 201 1,992 0 11 Dec 2014