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

Constrained Best Arm Identification with Tests for Feasibility AAAI 2026
Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits AAAI 2026
Quantum Best Arm Identification with Quantum Oracles AAAI 2025
Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025
Fixed-Budget Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit AISTATS 2024
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis NIPS 2024
Efficient Prompt Optimization Through the Lens of Best Arm Identification NIPS 2024
Model-Based Best Arm Identification for Decreasing Bandits AISTATS 2024
Best Arm Identification with Resource Constraints AISTATS 2024
Fixed Confidence Best Arm Identification in the Bayesian Setting NIPS 2024
Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits NIPS 2024
Optimal Batched Best Arm Identification NIPS 2024
Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023
Multi-Agent Best Arm Identification with Private Communications ICML 2023
An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond NIPS 2023
Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023
Optimal Arms Identification with Knapsacks ICML 2023
Best arm identification in rare events UAI 2023
Multi-Fidelity Multi-Armed Bandits Revisited NIPS 2023
Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback ICML 2023
Communication-Efficient Collaborative Best Arm Identification AAAI 2023
Almost Cost-Free Communication in Federated Best Arm Identification AAAI 2023
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NIPS 2023
Covariance-adaptive best arm identification NIPS 2023
Thompson Exploration with Best Challenger Rule in Best Arm Identification ACML 2023