conftrace_

arm identification

11 papers

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Co-occurring keywords

multi-armed bandit (1098) sample complexity (1169) pure exploration (50) regret bound (1926) linear bandit (124) upper confidence bound (197) best arm identification (85) pac learning (283) sub-gaussian distribution (18) heterogeneous reward (1)

Papers

Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025
Approximate Top-$m$ Arm Identification with Heterogeneous Reward Variances AISTATS 2022
Top-m identification for linear bandits AISTATS 2021
Robust Pure Exploration in Linear Bandits with Limited Budget ICML 2021
Top Feasible Arm Identification AISTATS 2019
Optimal Best Markovian Arm Identification with Fixed Confidence NIPS 2019
Efficient Pure Exploration in Adaptive Round model NIPS 2019
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence ALT 2018
Feasible Arm Identification ICML 2018
Adaptive Multiple-Arm Identification ICML 2017
Optimal PAC Multiple Arm Identification with Applications to Crowdsourcing ICML 2014