Stochastic Linear Bandits with Hidden Low Rank Structure

28 January 2019

Papers citing "Stochastic Linear Bandits with Hidden Low Rank Structure"

10 / 10 papers shown

Title
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits Jiabin Lin Shana Moothedath Namrata Vaswani 99 4 0 08 Jan 2025
Online Algorithms with Uncertainty-Quantified Predictions Bo Sun Jerry Huang Nicolas H. Christianson Mohammad Hajiesmaili Adam Wierman Raouf Boutaba 75 6 0 17 Oct 2023
Langevin Monte Carlo for Contextual Bandits Pan Xu Hongkai Zheng Eric Mazumdar Kamyar Azizzadenesheli Anima Anandkumar 85 28 0 22 Jun 2022
Representation Learning for Context-Dependent Decision-Making Yuzhen Qin Tommaso Menara Samet Oymak ShiNung Ching Fabio Pasqualetti 64 3 0 12 May 2022
Incentivizing Exploration in Linear Bandits under Information Gap Huazheng Wang Haifeng Xu Chuanhao Li Zhiyuan Liu Hongning Wang 113 4 0 08 Apr 2021
Multi-Agent Multi-Armed Bandits with Limited Communication Mridul Agarwal Vaneet Aggarwal Kamyar Azizzadenesheli 92 34 0 10 Feb 2021
Episodic Linear Quadratic Regulators with Low-rank Transitions Tianyu Wang Lin F. Yang 35 3 0 03 Nov 2020
Impact of Representation Learning in Linear Bandits Jiaqi Yang Wei Hu Jason D. Lee S. Du 97 53 0 13 Oct 2020
Bandits with Partially Observable Confounded Data Guy Tennenholtz Uri Shalit Shie Mannor Yonathan Efroni OffRL 61 24 0 11 Jun 2020
Low-Rank Generalized Linear Bandit Problems Yangyi Lu A. Meisami Ambuj Tewari 81 45 0 04 Jun 2020