Combinatorial Bayesian optimization with random mapping functions to convex polytopes

Jungtaek Kim 0001, Seungjin Choi, Minsu Cho. Combinatorial Bayesian optimization with random mapping functions to convex polytopes. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 1001-1011, PMLR, 2022. [doi]

Abstract

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