Failure-Aware Gaussian Process Optimization with Regret Bounds

Shogo Iwazaki, Shion Takeno, Tomohiko Tanabe, Mitsuru Irie. Failure-Aware Gaussian Process Optimization with Regret Bounds. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Shogo Iwazaki

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Shion Takeno

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Tomohiko Tanabe

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Mitsuru Irie

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