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
Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits Yuwei Luo Mohsen Bayati 23 1 0 26 Jun 2023
Bandit Social Learning: Exploration under Myopic Behavior Kiarash Banihashem Mohammadtaghi Hajiaghayi Suho Shin Aleksandrs Slivkins 21 4 0 15 Feb 2023
Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off Shaoyi Huang Bowen Lei Dongkuan Xu Hongwu Peng Yue Sun Mimi Xie Caiwen Ding 29 19 0 30 Nov 2022
Oracle-Efficient Online Learning for Beyond Worst-Case Adversaries Nika Haghtalab Yanjun Han Abhishek Shetty Kunhe Yang 38 23 0 17 Feb 2022
Fair Exploration via Axiomatic Bargaining Jackie Baek Vivek F. Farias FaML 18 28 0 04 Jun 2021
Competing Bandits: The Perils of Exploration Under Competition Guy Aridor Yishay Mansour Aleksandrs Slivkins Zhiwei Steven Wu 17 16 0 20 Jul 2020
Smoothed Analysis of Online and Differentially Private Learning Nika Haghtalab Tim Roughgarden Abhishek Shetty 34 47 0 17 Jun 2020
Greedy Algorithm almost Dominates in Smoothed Contextual Bandits Manish Raghavan Aleksandrs Slivkins Jennifer Wortman Vaughan Zhiwei Steven Wu 13 18 0 19 May 2020
Model selection for contextual bandits Dylan J. Foster A. Krishnamurthy Haipeng Luo OffRL 29 89 0 03 Jun 2019
Bayesian Exploration with Heterogeneous Agents Nicole Immorlica Jieming Mao Aleksandrs Slivkins Zhiwei Steven Wu 21 24 0 19 Feb 2019
Policy Certificates: Towards Accountable Reinforcement Learning Christoph Dann Ashutosh Adhikari Wei Wei Jimmy J. Lin OffRL 12 140 0 07 Nov 2018
Fair Personalization L. E. Celis Nisheeth K. Vishnoi FaML 31 17 0 07 Jul 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,091 0 24 Oct 2016