Group Fairness in Bandit Arm Selection

9 December 2019

Papers citing "Group Fairness in Bandit Arm Selection"

7 / 7 papers shown

Title
"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation Nasim Sonboli Robin Burke Nicholas Mattei Farzad Eskandanian Tian Gao FaML 18 12 0 05 Sep 2020
Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy B. Shneiderman 50 690 0 10 Feb 2020
The Frontiers of Fairness in Machine Learning Alexandra Chouldechova Aaron Roth FaML 134 415 0 20 Oct 2018
Incorporating Behavioral Constraints in Online AI Systems Avinash Balakrishnan Djallel Bouneffouf Nicholas Mattei F. Rossi OffRL 66 66 0 15 Sep 2018
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 89 1,762 0 19 Sep 2016
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 136 1,978 0 11 Dec 2014
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 143 993 0 15 Sep 2012