The Pareto Frontier of model selection for general Contextual Bandits

25 October 2021

Papers citing "The Pareto Frontier of model selection for general Contextual Bandits"

18 / 18 papers shown

Title
Offline-to-online hyperparameter transfer for stochastic bandits Dravyansh Sharma Arun Sai Suggala OffRL 40 2 0 06 Jan 2025
Model Selection for Average Reward RL with Application to Utility Maximization in Repeated Games Alireza Masoumian James R. Wright 69 1 0 09 Nov 2024
Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals Ziyi Liu Idan Attias Daniel M. Roy CML 29 0 0 01 Jul 2024
Efficient Sequential Decision Making with Large Language Models Dingyang Chen Qi Zhang Yinglun Zhu LRM 39 3 0 17 Jun 2024
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries Tianyuan Jin Kyoungseok Jang Nicolò Cesa-Bianchi 41 1 0 03 Jun 2024
Meta-Learning Adversarial Bandit Algorithms M. Khodak Ilya Osadchiy Keegan Harris Maria-Florina Balcan Kfir Y. Levy Ron Meir Zhiwei Steven Wu FedML 28 2 0 05 Jul 2023
Data-Driven Online Model Selection With Regret Guarantees Aldo Pacchiano Christoph Dann Claudio Gentile OffRL 16 3 0 05 Jun 2023
Estimating Optimal Policy Value in General Linear Contextual Bandits Jonathan Lee Weihao Kong Aldo Pacchiano Vidya Muthukumar Emma Brunskill 28 0 0 19 Feb 2023
Leveraging User-Triggered Supervision in Contextual Bandits Alekh Agarwal Claudio Gentile T. V. Marinov 21 0 0 07 Feb 2023
Best of Both Worlds Model Selection Aldo Pacchiano Christoph Dann Claudio Gentile 26 10 0 29 Jun 2022
Adversarial Bandits against Arbitrary Strategies Jung-hun Kim Se-Young Yun 49 0 0 30 May 2022
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits Haipeng Luo Mengxiao Zhang Peng Zhao Zhi-Hua Zhou 34 17 0 12 Feb 2022
Adaptive Bandit Convex Optimization with Heterogeneous Curvature Haipeng Luo Mengxiao Zhang Penghui Zhao 40 5 0 12 Feb 2022
Tracking Most Significant Arm Switches in Bandits Joe Suk Samory Kpotufe 30 18 0 27 Dec 2021
Universal and data-adaptive algorithms for model selection in linear contextual bandits Vidya Muthukumar A. Krishnamurthy 21 5 0 08 Nov 2021
Model Selection for Generic Contextual Bandits Avishek Ghosh Abishek Sankararaman Kannan Ramchandran 8 6 0 07 Jul 2021
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective Sanath Kumar Krishnamurthy Adrienne Margaret Propp Susan Athey 25 3 0 11 Jun 2021
Pareto Optimal Model Selection in Linear Bandits Yinglun Zhu Robert D. Nowak 8 13 0 12 Feb 2021