The Externalities of Exploration and How Data Diversity Helps
Exploitation

The Externalities of Exploration and How Data Diversity Helps Exploitation

1 June 2018

Manish Raghavan

Aleksandrs Slivkins

Jennifer Wortman Vaughan

Zhiwei Steven Wu

Papers citing "The Externalities of Exploration and How Data Diversity Helps Exploitation"

13 / 13 papers shown

Title
Bandit Social Learning: Exploration under Myopic Behavior Kiarash Banihashem Mohammadtaghi Hajiaghayi Suho Shin Aleksandrs Slivkins 263 4 0 15 Feb 2023
What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers Ananth Balashankar Alyssa Lees Chris Welty L. Subramanian 51 21 0 30 Oct 2019
Fair Personalization L. E. Celis Nisheeth K. Vishnoi FaML 38 17 0 07 Jul 2017
Calibrated Fairness in Bandits Yang Liu Goran Radanović Christos Dimitrakakis Debmalya Mandal David C. Parkes FedML FaML 40 89 0 06 Jul 2017
Competing Bandits: Learning under Competition Yishay Mansour Aleksandrs Slivkins Zhiwei Steven Wu 85 42 0 27 Feb 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 295 2,098 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 161 4,276 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 94 1,762 0 19 Sep 2016
Fairness in Learning: Classic and Contextual Bandits Matthew Joseph Michael Kearns Jamie Morgenstern Aaron Roth FaML 55 473 0 23 May 2016
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal Daniel J. Hsu Satyen Kale John Langford Lihong Li Robert Schapire OffRL 275 504 0 04 Feb 2014
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 177 1,338 0 03 Dec 2010
Nonparametric Bandits with Covariates Philippe Rigollet A. Zeevi 181 109 0 08 Mar 2010
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 351 2,935 0 28 Feb 2010