Transfer Learning for Contextual Multi-armed Bandits

Transfer Learning for Contextual Multi-armed Bandits

22 November 2022

T. Tony Cai

Papers citing "Transfer Learning for Contextual Multi-armed Bandits"

15 / 15 papers shown

Title
Locally Private Nonparametric Contextual Multi-armed Bandits Yuheng Ma Feiyu Jiang Zifeng Zhao Hanfang Yang Y. Yu 35 0 0 11 Mar 2025
Parameter-Adaptive Dynamic Pricing Xueping Gong Jiheng Zhang 33 0 0 02 Mar 2025
Transfer Learning in Latent Contextual Bandits with Covariate Shift Through Causal Transportability Mingwei Deng Ville Kyrki Dominik Baumann 36 0 0 27 Feb 2025
Trans-Glasso: A Transfer Learning Approach to Precision Matrix Estimation Boxin Zhao Cong Ma Mladen Kolar 67 1 0 23 Nov 2024
Minimax-optimal trust-aware multi-armed bandits Changxiao Cai Jiacheng Zhang 18 0 0 04 Oct 2024
Exploiting Adjacent Similarity in Multi-Armed Bandit Tasks via Transfer of Reward Samples NR Rahul Vaibhav Katewa 17 0 0 30 Sep 2024
Contextual Bandits for Unbounded Context Distributions Puning Zhao Jiafei Wu Zhe Liu Huiwen Wu Q. Zhang Zong Ke Tianhang Zheng 48 1 0 19 Aug 2024
An adaptive transfer learning perspective on classification in non-stationary environments Henry W J Reeve 34 0 0 28 May 2024
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 24 0 0 20 May 2024
Batched Nonparametric Contextual Bandits Rong Jiang Cong Ma OffRL 24 1 0 27 Feb 2024
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms T. T. Cai Dongwoo Kim Hongming Pu 34 7 0 22 Jan 2024
Tracking Most Significant Shifts in Nonparametric Contextual Bandits Joe Suk Samory Kpotufe 17 5 0 11 Jul 2023
Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning Gen Li Wenhao Zhan Jason D. Lee Yuejie Chi Yuxin Chen OffRL OnRL 71 12 0 17 May 2023
A new similarity measure for covariate shift with applications to nonparametric regression Reese Pathak Cong Ma Martin J. Wainwright 59 31 0 06 Feb 2022
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 786 0 19 Feb 2009