Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances

13 June 2023

Papers citing "Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances"

5 / 5 papers shown

Title
Approximate Top- $m$ Arm Identification with Heterogeneous Reward Variances Ruida Zhou Chao Tian 18 5 0 11 Apr 2022
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 222 2,325 0 21 Mar 2016
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 183 1,025 0 16 Jul 2014
Efficient Learning in Large-Scale Combinatorial Semi-Bandits Zheng Wen Branislav Kveton Azin Ashkan OffRL 165 96 0 28 Jun 2014
Empirical Bernstein Bounds and Sample Variance Penalization Andreas Maurer Massimiliano Pontil 375 542 0 21 Jul 2009