Computer Science and Game Theory · Computer Science
Algorithmic Fair Allocation of Indivisible Items: A Survey and New Questions
Haris Aziz, Bo Li, Herve Moulin, Xiaowei Wu
2022-02-18
Machine Learning · Computer Science
Emergent Bias and Fairness in Multi-Agent Decision Systems
Maeve Madigan, Parameswaran Kamalaruban, Glenn Moynihan, Tom Kempton +2
2025-12-19
Information Retrieval · Computer Science
Exploring User Opinions of Fairness in Recommender Systems
Jessie Smith, Nasim Sonboli, Casey Fiesler, Robin Burke
2020-04-21
Multiagent Systems · Computer Science
Using Protected Attributes to Consider Fairness in Multi-Agent Systems
Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black
2024-10-18
Machine Learning · Computer Science
A Survey on Preserving Fairness Guarantees in Changing Environments
Ainhize Barrainkua, Paula Gordaliza, Jose A. Lozano, Novi Quadrianto
2022-11-15
Artificial Intelligence · Computer Science
Dynamic fairness-aware recommendation through multi-agent social choice
Amanda Aird, Paresha Farastu, Joshua Sun, Elena Štefancová +4
2024-02-28
Information Retrieval · Computer Science
"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation
Nasim Sonboli, Robin Burke, Nicholas Mattei, Farzad Eskandanian +1
2020-09-08
Machine Learning · Statistics
Fairness Constraints: Mechanisms for Fair Classification
Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez, Krishna P. Gummadi
2017-03-27
Information Retrieval · Computer Science
Social Choice for Heterogeneous Fairness in Recommendation
Amanda Aird, Elena Štefancová, Cassidy All, Amy Voida +3
2024-10-08
Artificial Intelligence · Computer Science
Examining Agents' Bias Amplification versus Suppression in Multi-Agent Systems
Zejian Eric Wu, Zhongyi Jiang, Yuan Zhuang, Paul Jen-Hwa Hu
2026-05-28
Multiagent Systems · Computer Science
MAFE: Enabling Equitable Algorithm Design in Multi-Agent Multi-Stage Decision-Making Systems
Zachary McBride Lazri, Anirudh Nakra, Ivan Brugere, Danial Dervovic +4
2026-02-10