Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks

5 June 2021

Papers citing "Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks"

12 / 12 papers shown

Title
Nearly Optimal Algorithms for Contextual Dueling Bandits from Adversarial Feedback Qiwei Di Jiafan He Quanquan Gu 29 1 0 16 Apr 2024
LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 34 0 0 05 Mar 2024
Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits Zhiwei Wang Huazheng Wang Hongning Wang AAML 46 0 0 21 Feb 2024
Non-Stationary Latent Auto-Regressive Bandits Anna L. Trella Walter Dempsey Asim H. Gazi Ziping Xu Finale Doshi-Velez Susan A. Murphy 26 1 0 05 Feb 2024
Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 50 0 0 27 Dec 2023
Online learning in bandits with predicted context Yongyi Guo Ziping Xu Susan Murphy 26 4 0 26 Jul 2023
Robust Lipschitz Bandits to Adversarial Corruptions Yue Kang Cho-Jui Hsieh T. C. Lee AAML 30 8 0 29 May 2023
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes Chen Ye Wei Xiong Quanquan Gu Tong Zhang 31 29 0 12 Dec 2022
Robust Contextual Linear Bandits Rong Zhu B. Kveton 22 3 0 26 Oct 2022
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions Jiafan He Dongruo Zhou Tong Zhang Quanquan Gu 66 46 0 13 May 2022
Efficient Action Poisoning Attacks on Linear Contextual Bandits Guanlin Liu Lifeng Lai AAML 33 4 0 10 Dec 2021
Stochastic Linear Contextual Bandits with Diverse Contexts Weiqiang Wu Jing Yang Cong Shen 49 13 0 05 Mar 2020