ENTITY Gaussian Process (GP) bandits

Gaussian Process (GP) bandits

PulseAugur coverage of Gaussian Process (GP) bandits — every cluster mentioning Gaussian Process (GP) bandits across labs, papers, and developer communities, ranked by signal.

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TOOL · CL_336413 · Nov 2 · 05:00

GP-UCB algorithm achieves nearly optimal regret in noise-free bandits

A new paper on arXiv introduces a theoretical analysis of the Gaussian Process Upper Confidence Bound (GP-UCB) algorithm for noise-free Gaussian Process bandits. The research demonstrates that GP-UCB achieves a nearly o…

GP-UCB algorithm achieves nearly optimal regret in noise-free bandits