Achieving Long-Term Fairness in Sequential Decision Making

4 April 2022

Papers citing "Achieving Long-Term Fairness in Sequential Decision Making"

12 / 12 papers shown

Title
MAFE: Multi-Agent Fair Environments for Decision-Making Systems Zachary McBride Lazri Anirudh Nakra Ivan Brugere Danial Dervovic Antigoni Polychroniadou Furong Huang Dana Dachman-Soled Min Wu 60 0 0 25 Feb 2025
FairSense: Long-Term Fairness Analysis of ML-Enabled Systems Yining She Sumon Biswas Christian Kastner Eunsuk Kang 42 0 0 03 Jan 2025
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup D. Meger 77 0 0 03 Jan 2025
Lookahead Counterfactual Fairness Zhiqun Zuo Tian Xie Xuwei Tan Xueru Zhang Mohammad Mahdi Khalili FaML 77 0 0 02 Dec 2024
Time Can Invalidate Algorithmic Recourse Giovanni De Toni Stefano Teso Bruno Lepri Andrea Passerini 37 0 0 10 Oct 2024
Temporal Fairness in Decision Making Problems Manuel R. Torres Parisa Zehtabi Michael Cashmore Daniele Magazzeni Manuela Veloso 16 1 0 23 Aug 2024
Addressing Polarization and Unfairness in Performative Prediction Kun Jin Tian Xie Yang Liu Xueru Zhang 47 2 0 24 Jun 2024
Striking a Balance in Fairness for Dynamic Systems Through Reinforcement Learning Yaowei Hu Jacob Lear Lu Zhang FaML 14 2 0 12 Jan 2024
Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach Ruijie Du Deepan Muthirayan Pramod P. Khargonekar Yanning Shen FaML 14 1 0 04 Jan 2024
Designing Long-term Group Fair Policies in Dynamical Systems Miriam Rateike Isabel Valera Patrick Forré 33 4 0 21 Nov 2023
Long-Term Fairness with Unknown Dynamics Tongxin Yin Reilly P. Raab M. Liu Yang Liu FaML 15 24 0 19 Apr 2023
Enforcing Delayed-Impact Fairness Guarantees Aline Weber Blossom Metevier Yuriy Brun Philip S. Thomas Bruno Castro da Silva FaML 24 9 0 24 Aug 2022