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Gaussian Process Upper Confidence Bound

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  1. TOOL · CL_42138 ·

    GP-UCB algorithm's suboptimality revealed in new research

    A new paper published on arXiv investigates the limitations of the Gaussian Process Upper Confidence Bound (GP-UCB) algorithm. Researchers have established upper bounds on its cumulative regret, but this work explores w…