Nonparametric Stochastic Contextual Bandits

5 January 2018

Papers citing "Nonparametric Stochastic Contextual Bandits"

22 / 22 papers shown

Title
Dynamic Information Sub-Selection for Decision Support Hung-Tien Huang M. Lennon Shreyas Bhat Brahmavar Sean Sylvia Junier B. Oliva 65 0 0 30 Oct 2024
Contextual Bandits for Unbounded Context Distributions Puning Zhao Xiaogang Xu Zhe Liu Huiwen Wu Qin Zhang Zong Ke Tianhang Zheng 304 10 0 19 Aug 2024
Batched Nonparametric Contextual Bandits Rong Jiang Cong Ma OffRL 117 1 0 27 Feb 2024
Thompson Sampling in Partially Observable Contextual Bandits Hongju Park Mohamad Kazem Shirani Faradonbeh 72 3 0 15 Feb 2024
Adaptive Experimental Design for Policy Learning Masahiro Kato Kyohei Okumura Takuya Ishihara Toru Kitagawa OffRL 88 0 0 08 Jan 2024
Online Algorithms with Uncertainty-Quantified Predictions Bo Sun Jerry Huang Nicolas H. Christianson Mohammad Hajiesmaili Adam Wierman Raouf Boutaba 78 6 0 17 Oct 2023
Tracking Most Significant Shifts in Nonparametric Contextual Bandits Joe Suk Samory Kpotufe 86 6 0 11 Jul 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 222 11 0 13 Apr 2023
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Bounds Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 84 2 0 06 Feb 2023
Contextual Bandits and Optimistically Universal Learning Moise Blanchard Steve Hanneke Patrick Jaillet OffRL 73 2 0 31 Dec 2022
Best Arm Identification with Contextual Information under a Small Gap Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 71 2 0 15 Sep 2022
Truncated LinUCB for Stochastic Linear Bandits Yanglei Song Meng zhou 260 0 0 23 Feb 2022
The Role of Contextual Information in Best Arm Identification Masahiro Kato Kaito Ariu 81 18 0 26 Jun 2021
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection Wenhao Li Ningyuan Chen Alekh Agarwal 27 4 0 17 Sep 2020
Self-Tuning Bandits over Unknown Covariate-Shifts Joe Suk Samory Kpotufe 127 9 0 16 Jul 2020
Model Selection in Contextual Stochastic Bandit Problems Aldo Pacchiano My Phan Yasin Abbasi-Yadkori Anup B. Rao Julian Zimmert Tor Lattimore Csaba Szepesvári 203 94 0 03 Mar 2020
Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decision Li Ye Yishi Lin Hong Xie John C. S. Lui CML 92 11 0 16 Jan 2020
Nonparametric Contextual Bandits in an Unknown Metric Space Nirandika Wanigasekara Chao Yu 63 10 0 03 Aug 2019
Rarely-switching linear bandits: optimization of causal effects for the real world B. Lansdell Sofia Triantafillou Konrad Paul Kording 53 4 0 30 May 2019
Simple Regret Minimization for Contextual Bandits A. Deshmukh Srinagesh Sharma J. Cutler M. Moldwin Clayton Scott 66 24 0 17 Oct 2018
Contextual Bandits with Cross-learning S. Balseiro Negin Golrezaei Mohammad Mahdian Vahab Mirrokni Jon Schneider 171 51 0 25 Sep 2018
Exploring Partially Observed Networks with Nonparametric Bandits Kaushalya Madhawa T. Murata 26 4 0 19 Apr 2018