conftrace_

best-arm identification

38 papers

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Also known as

BAI

Co-occurring keywords

multi-armed bandit (1098) sample complexity (1169) linear bandit (124) pure exploration (50) bandit algorithm (108) stochastic bandit (98) regret minimization (315) stochastic optimization (1060) multi-fidelity optimization (33) online algorithm (445)

Papers

Finding All $\epsilon$-Good Arms in Stochastic Bandits NIPS 2020
Optimal Best-arm Identification in Linear Bandits NIPS 2020
Fixed-confidence guarantees for Bayesian best-arm identification AISTATS 2020
Gamification of Pure Exploration for Linear Bandits ICML 2020
Correlated bandits or: How to minimize mean-squared error online ICML 2019
Are sample means in multi-armed bandits positively or negatively biased? NIPS 2019
Best of both worlds: Stochastic & adversarial best-arm identification COLT 2018
A KL-LUCB algorithm for Large-Scale Crowdsourcing NIPS 2017
Improving the Expected Improvement Algorithm NIPS 2017
Non-stochastic Best Arm Identification and Hyperparameter Optimization AISTATS 2016
Optimal Best Arm Identification with Fixed Confidence COLT 2016
On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015
Best-Arm Identification in Linear Bandits NIPS 2014