conftrace_

maximum posterior variance

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rkhs norm (1) phased elimination (1) noise variance (1) regret (1) gaussian process (1)

Papers

Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance ICML 2025