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Optimal Learning for Structured Bandits
v1v2v3 (latest)

Optimal Learning for Structured Bandits

Management Sciences (MS), 2020
14 July 2020
Bart P. G. Van Parys
Negin Golrezaei
ArXiv (abs)PDFHTML

Papers citing "Optimal Learning for Structured Bandits"

12 / 12 papers shown
Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms
Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms
William Réveillard
Richard Combes
150
0
0
29 Oct 2025
A Minimalist Bayesian Framework for Stochastic Optimization
A Minimalist Bayesian Framework for Stochastic Optimization
Kaizheng Wang
218
0
0
07 Sep 2025
Exploiting Concavity Information in Gaussian Process Contextual Bandit Optimization
Exploiting Concavity Information in Gaussian Process Contextual Bandit Optimization
Kevin Li
Eric Laber
341
1
0
13 Mar 2025
Greedy Algorithm for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure
Greedy Algorithm for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure
Aleksandrs Slivkins
Yunzong Xu
Shiliang Zuo
984
3
0
06 Mar 2025
A Complete Characterization of Learnability for Stochastic Noisy Bandits
A Complete Characterization of Learnability for Stochastic Noisy BanditsInternational Conference on Algorithmic Learning Theory (ALT), 2024
Steve Hanneke
Kun Wang
416
1
0
20 Jan 2025
Adaptive Online Experimental Design for Causal Discovery
Adaptive Online Experimental Design for Causal DiscoveryInternational Conference on Machine Learning (ICML), 2024
Muhammad Qasim Elahi
Lai Wei
Murat Kocaoglu
Mahsa Ghasemi
CML
379
2
0
19 May 2024
Causally Abstracted Multi-armed Bandits
Causally Abstracted Multi-armed Bandits
Fabio Massimo Zennaro
Nicholas Bishop
Joel Dyer
Yorgos Felekis
Anisoara Calinescu
Michael Wooldridge
Theodoros Damoulas
433
6
0
26 Apr 2024
Learning in Repeated Multi-Unit Pay-As-Bid Auctions
Learning in Repeated Multi-Unit Pay-As-Bid AuctionsManufacturing & Service Operations Management (MSOM), 2023
Rigel Galgana
Negin Golrezaei
318
11
0
27 Jul 2023
Learning and Collusion in Multi-unit Auctions
Learning and Collusion in Multi-unit AuctionsNeural Information Processing Systems (NeurIPS), 2023
Simina Brânzei
Mahsa Derakhshan
Negin Golrezaei
Yanjun Han
325
9
0
27 May 2023
Towards Scalable and Robust Structured Bandits: A Meta-Learning
  Framework
Towards Scalable and Robust Structured Bandits: A Meta-Learning FrameworkInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Runzhe Wan
Linjuan Ge
Rui Song
264
13
0
26 Feb 2022
Best-Arm Identification in Correlated Multi-Armed Bandits
Best-Arm Identification in Correlated Multi-Armed BanditsIEEE Journal on Selected Areas in Information Theory (JSAIT), 2021
Samarth Gupta
Gauri Joshi
Osman Yağan
161
10
0
10 Sep 2021
Multi-Armed Bandits with Correlated Arms
Multi-Armed Bandits with Correlated ArmsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2019
Samarth Gupta
Shreyas Chaudhari
Gauri Joshi
Osman Yağan
498
60
0
06 Nov 2019
1
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