Certifying Some Distributional Fairness with Subpopulation Decomposition

31 May 2022

Yang Liu

Papers citing "Certifying Some Distributional Fairness with Subpopulation Decomposition"

4 / 4 papers shown

Title
Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models Kalyan Nakka Jimmy Dani Nitesh Saxena 35 1 0 08 Jun 2024
Adaptive Sampling for Minimax Fair Classification S. Shekhar Greg Fields Mohammad Ghavamzadeh T. Javidi FaML 27 36 0 01 Mar 2021
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 205 663 0 17 Feb 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,079 0 24 Oct 2016