conftrace_

best arm identification

85 papers

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Also known as

BAI

Co-occurring keywords

multi-armed bandit (1098) sample complexity (1169) regret minimization (315) bandit algorithm (108) sequential decision making (215) stochastic optimization (1060) regret bound (1926) linear bandit (124) pac learning (283) thompson sampling (237)

Papers

Best Arm Identification in Graphical Bilinear Bandits ICML 2021
Quantile Bandits for Best Arms Identification ICML 2021
An Optimal Elimination Algorithm for Learning a Best Arm NIPS 2020
Best Arm Identification in Spectral Bandits IJCAI 2020
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting ICML 2020
Batched Coarse Ranking in Multi-Armed Bandits NIPS 2020
The True Sample Complexity of Identifying Good Arms AISTATS 2020
From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model ICML 2020
A Bandit Approach to Maximum Inner Product Search AAAI 2019
Optimal Best Markovian Arm Identification with Fixed Confidence NIPS 2019
Sample Efficient Graph-Based Optimization with Noisy Observations AISTATS 2019
Bridging the gap between regret minimization and best arm identification, with application to A/B tests AISTATS 2019
Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits NIPS 2019
Decentralized Exploration in Multi-Armed Bandits ICML 2019
PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits ICML 2019
Best Arm Identification for Contaminated Bandits JMLR 2019
Best Arm Identification in Linear Bandits with Linear Dimension Dependency ICML 2018
Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018
Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors ICML 2018
Identifying Best Interventions through Online Importance Sampling ICML 2017
Structured Best Arm Identification with Fixed Confidence ALT 2017
Towards Instance Optimal Bounds for Best Arm Identification COLT 2017
Nearly Optimal Sampling Algorithms for Combinatorial Pure Exploration COLT 2017
Monte-Carlo Tree Search by Best Arm Identification NIPS 2017
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models JMLR 2016