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top two algorithm

4 papers

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Co-occurring keywords · papers mentioning both

best arm identification (3) multi-armed bandit (2) sample complexity (2) best-k-arm identification (1) unimodal bandit (1) simple regret (1) pure exploration (1) privacy-utility trade-off (1) information gain (1) asymptotic optimality (1)

Papers

Differentially Private Best-Arm Identification JMLR 2026 Best-Arm Identification in Unimodal Bandits AISTATS 2025 An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond NeurIPS 2023 Information-Directed Selection for Top-Two Algorithms COLT 2023