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smoothness parameter

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Co-occurring keywords · papers mentioning both

bandit algorithm (2) regret bound (2) multi-armed bandit (2) graph bandit (1) fixed-confidence setting (1) combinatorial multi-armed bandit (1) non-parametric method (1) higher-order optimization (1) pac identification (1) epsilon-best arm (1)

Papers

Epsilon Best Arm Identification in Spectral Bandits IJCAI 2021 Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes COLT 2020 Tight Lower Bounds for Combinatorial Multi-Armed Bandits COLT 2020 Lower Bounds for Higher-Order Convex Optimization COLT 2018