Optimal Learning for Structured Bandits

v1v2v3 (latest)

Optimal Learning for Structured Bandits

14 July 2020

Bart P. G. Van Parys

Negin Golrezaei

ArXiv (abs)PDF HTML

Papers citing "Optimal Learning for Structured Bandits"

10 / 10 papers shown

Title
Exploiting Concavity Information in Gaussian Process Contextual Bandit Optimization Kevin Li Eric Laber 88 0 0 13 Mar 2025
Greedy Algorithm for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure Aleksandrs Slivkins Yunzong Xu Shiliang Zuo 539 1 0 06 Mar 2025
A Complete Characterization of Learnability for Stochastic Noisy Bandits Steve Hanneke Kun Wang 176 1 0 20 Jan 2025
Adaptive Online Experimental Design for Causal Discovery Muhammad Qasim Elahi Lai Wei Murat Kocaoglu Mahsa Ghasemi CML 74 1 0 19 May 2024
Causally Abstracted Multi-armed Bandits Fabio Massimo Zennaro Nicholas Bishop Joel Dyer Yorgos Felekis Anisoara Calinescu Michael Wooldridge Theodoros Damoulas 80 3 0 26 Apr 2024
Learning in Repeated Multi-Unit Pay-As-Bid Auctions Rigel Galgana Negin Golrezaei 63 2 0 27 Jul 2023
Learning and Collusion in Multi-unit Auctions Simina Brânzei Mahsa Derakhshan Negin Golrezaei Yanjun Han 60 3 0 27 May 2023
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework Runzhe Wan Linjuan Ge Rui Song 69 14 0 26 Feb 2022
Best-Arm Identification in Correlated Multi-Armed Bandits Samarth Gupta Gauri Joshi Osman Yağan 39 8 0 10 Sep 2021
Multi-Armed Bandits with Correlated Arms Samarth Gupta Shreyas Chaudhari Gauri Joshi Osman Yağan 171 51 0 06 Nov 2019