Achievement and Fragility of Long-term Equitability

24 June 2022

Papers citing "Achievement and Fragility of Long-term Equitability"

13 / 13 papers shown

Title
Towards Return Parity in Markov Decision Processes Jianfeng Chi Jian Shen Xinyi Dai Weinan Zhang Yuan Tian Han Zhao 39 14 0 19 Nov 2021
Recommendation Fairness: From Static to Dynamic De-Fu Zhang Jun Wang OffRL 42 15 0 05 Sep 2021
Controlling Fairness and Bias in Dynamic Learning-to-Rank Marco Morik Ashudeep Singh Jessica Hong Thorsten Joachims 54 210 0 29 May 2020
A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness Mohammad Yaghini A. Krause Hoda Heidari FaML 45 21 0 08 Nov 2019
Causal Modeling for Fairness in Dynamical Systems Elliot Creager David Madras T. Pitassi R. Zemel 62 67 0 18 Sep 2019
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination Nathan Kallus Xiaojie Mao Angela Zhou FaML 56 157 0 01 Jun 2019
Protecting the Protected Group: Circumventing Harmful Fairness Omer Ben-Porat Fedor Sandomirskiy Moshe Tennenholtz FaML 26 17 0 25 May 2019
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning Hoda Heidari Vedant Nanda Krishna P. Gummadi 32 66 0 04 Mar 2019
Algorithms for Fairness in Sequential Decision Making Min Wen Osbert Bastani Ufuk Topcu FaML 42 54 0 24 Jan 2019
From Fair Decision Making to Social Equality Hussein Mozannar Mesrob I. Ohannessian Nathan Srebro 50 99 0 07 Dec 2018
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity Hoda Heidari M. Loi Krishna P. Gummadi Andreas Krause FaML 51 120 0 10 Sep 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making Hoda Heidari Claudio Ferrari Krishna P. Gummadi Andreas Krause 66 131 0 13 Jun 2018
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 222 4,307 0 07 Oct 2016