conftrace_

kernel-based bandit

2 papers

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Co-occurring keywords · papers mentioning both

noise-free setting (1) random exploration (1) concentration bound (1) regret bound (1) regret (1) bayesian optimization (1) reproducing kernel hilbert space (1) gaussian process (1) black-box optimization (1)

Papers

Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency ICML 2024 Open Problem: Regret Bounds for Noise-Free Kernel-Based Bandits COLT 2022