Corralling a Larger Band of Bandits: A Case Study on Switching Regret
for Linear Bandits

Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits

12 February 2022

Papers citing "Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits"

15 / 15 papers shown

Title
Offline-to-online hyperparameter transfer for stochastic bandits Dravyansh Sharma Arun Sai Suggala OffRL 25 1 0 06 Jan 2025
A Model Selection Approach for Corruption Robust Reinforcement Learning Chen-Yu Wei Christoph Dann Julian Zimmert 80 44 0 31 Dec 2024
An Equivalence Between Static and Dynamic Regret Minimization Andrew Jacobsen Francesco Orabona 29 1 0 03 Jun 2024
Universal Online Convex Optimization with $1$ Projection per Round Wenhao Yang Yibo Wang Peng Zhao Lijun Zhang 34 2 0 30 May 2024
Online Linear Regression in Dynamic Environments via Discounting Andrew Jacobsen Ashok Cutkosky 36 5 0 29 May 2024
Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits Haolin Liu Chen-Yu Wei Julian Zimmert 30 9 0 02 Sep 2023
Anytime Model Selection in Linear Bandits Parnian Kassraie N. Emmenegger Andreas Krause Aldo Pacchiano 39 2 0 24 Jul 2023
Unconstrained Online Learning with Unbounded Losses Andrew Jacobsen Ashok Cutkosky 32 13 0 08 Jun 2023
A Blackbox Approach to Best of Both Worlds in Bandits and Beyond Christoph Dann Chen-Yu Wei Julian Zimmert 17 22 0 20 Feb 2023
Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion Ashok Cutkosky Harsh Mehta Francesco Orabona 33 32 0 07 Feb 2023
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation Yu-Jie Zhang Zhenyu Zhang Peng Zhao Masashi Sugiyama OOD 14 11 0 06 Feb 2023
Unconstrained Dynamic Regret via Sparse Coding Zhiyu Zhang Ashok Cutkosky I. Paschalidis 21 7 0 31 Jan 2023
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi-Hua Zhou OffRL 22 17 0 26 Aug 2022
Adversarial Bandits against Arbitrary Strategies Jung-hun Kim Se-Young Yun 39 0 0 30 May 2022
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu-Xiang Wang Zhi-Hua Zhou 33 47 0 07 Feb 2021