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Papers
Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget
UAI 2025
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits
AISTATS 2025
Provably Efficient Algorithm for Best Scoring Rule Identification in Online Principal-Agent Information Acquisition
ICML 2025
Risk-Averse Best Arm Set Identification with Fixed Budget and Fixed Confidence
ACML 2025
Fixed-Budget Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit
AISTATS 2024
On the Existence of a Complexity in Fixed Budget Bandit Identification
COLT 2023
The Influence of Shape Constraints on the Thresholding Bandit Problem
COLT 2020
An optimal algorithm for the Thresholding Bandit Problem
ICML 2016
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models
JMLR 2016
Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem
COLT 2016
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence
NeurIPS 2012