Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks

Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks

5 June 2021

James Sharpnack

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

14 / 14 papers shown

Title
Nearly Optimal Algorithms for Contextual Dueling Bandits from Adversarial Feedback Qiwei Di Jiafan He Quanquan Gu 41 1 0 16 Apr 2024
LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 41 0 0 05 Mar 2024
Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits Zhiwei Wang Huazheng Wang Hongning Wang AAML 64 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 33 1 0 05 Feb 2024
Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 78 0 0 27 Dec 2023
Robust Causal Bandits for Linear Models Zirui Yan Arpan Mukherjee Burak Varici A. Tajer CML 35 4 0 30 Oct 2023
Online learning in bandits with predicted context Yongyi Guo Ziping Xu Susan Murphy 31 4 0 26 Jul 2023
Robust Lipschitz Bandits to Adversarial Corruptions Yue Kang Cho-Jui Hsieh T. C. Lee AAML 37 9 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 43 29 0 12 Dec 2022
Robust Contextual Linear Bandits Rong Zhu Branislav Kveton 36 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 46 4 0 10 Dec 2021
Linear Contextual Bandits with Adversarial Corruptions Heyang Zhao Dongruo Zhou Quanquan Gu AAML 50 24 0 25 Oct 2021
Stochastic Linear Contextual Bandits with Diverse Contexts Weiqiang Wu Jing Yang Cong Shen 66 13 0 05 Mar 2020