Nonparametric Stochastic Contextual Bandits

5 January 2018

Papers citing "Nonparametric Stochastic Contextual Bandits"

11 / 11 papers shown

Title
Contextual Bandits for Unbounded Context Distributions Puning Zhao Xiaogang Xu Zhe Liu Huiwen Wu Qin Zhang Zong Ke Tianhang Zheng 76 4 0 19 Aug 2024
Batched Nonparametric Contextual Bandits Rong Jiang Cong Ma OffRL 41 1 0 27 Feb 2024
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 58 10 0 13 Apr 2023
Contextual Bandits and Optimistically Universal Learning Moise Blanchard Steve Hanneke Patrick Jaillet OffRL 28 1 0 31 Dec 2022
Best Arm Identification with Contextual Information under a Small Gap Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 27 2 0 15 Sep 2022
Truncated LinUCB for Stochastic Linear Bandits Yanglei Song Meng zhou 52 0 0 23 Feb 2022
The Role of Contextual Information in Best Arm Identification Masahiro Kato Kaito Ariu 43 18 0 26 Jun 2021
Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decision Li Ye Yishi Lin Hong Xie John C. S. Lui CML 8 11 0 16 Jan 2020
Rarely-switching linear bandits: optimization of causal effects for the real world B. Lansdell Sofia Triantafillou Konrad Paul Kording 22 4 0 30 May 2019
Simple Regret Minimization for Contextual Bandits A. Deshmukh Srinagesh Sharma J. Cutler M. Moldwin Clayton Scott 20 24 0 17 Oct 2018
Contextual Bandits with Cross-learning S. Balseiro Negin Golrezaei Mohammad Mahdian Vahab Mirrokni Jon Schneider 21 50 0 25 Sep 2018