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Regret Bounds for Gaussian-Process Optimization in Large Domains

Manuel Wüthrich, Bernhard Schölkopf, Andreas Krause 0001. Regret Bounds for Gaussian-Process Optimization in Large Domains. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 7385-7396, 2021. [doi]

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Manuel Wüthrich

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Bernhard Schölkopf

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Andreas Krause 0001

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