Non-Stationary Latent Auto-Regressive Bandits

Non-Stationary Latent Auto-Regressive Bandits

5 February 2024

Anna L. Trella

Asim H. Gazi

Ziping Xu

Finale Doshi-Velez

Susan A. Murphy

Papers citing "Non-Stationary Latent Auto-Regressive Bandits"

16 / 16 papers shown

Title
Autoregressive Bandits Francesco Bacchiocchi Gianmarco Genalti Davide Maran Marco Mussi Marcello Restelli N. Gatti Alberto Maria Metelli 36 5 0 12 Dec 2022
Non-Stationary Bandits with Auto-Regressive Temporal Dependency Qinyi Chen Negin Golrezaei Djallel Bouneffouf AI4TS 49 13 0 28 Oct 2022
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care Anna L. Trella Kelly W. Zhang Inbal Nahum-Shani Vivek Shetty Finale Doshi-Velez Susan Murphy OnRL 41 20 0 15 Aug 2022
Non-Stationary Bandit Learning via Predictive Sampling Yueyang Liu Kuang Xu Benjamin Van Roy 36 19 0 04 May 2022
Stochastic Multi-armed Bandits with Non-stationary Rewards Generated by a Linear Dynamical System J. Gornet M. Hosseinzadeh Bruno Sinopoli 32 7 0 06 Apr 2022
Linear Contextual Bandits with Adversarial Corruptions Heyang Zhao Dongruo Zhou Quanquan Gu AAML 55 24 0 25 Oct 2021
Matching Algorithms for Blood Donation Duncan C. McElfresh Christian Kroer S. Pupyrev Eric Sodomka Karthik Sankararaman Zack Chauvin Neil Dexter John P. Dickerson 37 16 0 10 Aug 2021
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks Qin Ding Cho-Jui Hsieh James Sharpnack AAML 44 32 0 05 Jun 2021
Robust Bandit Learning with Imperfect Context Jianyi Yang Shaolei Ren 27 8 0 09 Feb 2021
Non-Stationary Latent Bandits Joey Hong Branislav Kveton Manzil Zaheer Yinlam Chow Amr Ahmed Mohammad Ghavamzadeh Craig Boutilier OffRL 92 13 0 01 Dec 2020
Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination Sitan Chen Frederic Koehler Ankur Moitra Morris Yau 42 34 0 08 Oct 2020
Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 66 135 0 06 Oct 2018
Efficient Algorithms for Outlier-Robust Regression Adam R. Klivans Pravesh Kothari Raghu Meka AAML 43 154 0 08 Mar 2018
Taming Non-stationary Bandits: A Bayesian Approach Vishnu Raj Sheetal Kalyani 105 76 0 31 Jul 2017
Latent Contextual Bandits and their Application to Personalized Recommendations for New Users Li Zhou Emma Brunskill 41 62 0 22 Apr 2016
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 296 2,935 0 28 Feb 2010

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.