On Lower Bounds for Standard and Robust Gaussian Process Bandit OptimizationDownload PDFOpen Website

2021 (modified: 25 Feb 2022)ICML 2021Readers: Everyone
Abstract: In this paper, we consider algorithm independent lower bounds for the problem of black-box optimization of functions having a bounded norm is some Reproducing Kernel Hilbert Space (RKHS), which can...
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