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Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization

Zheyi Fan, Wenyu Wang, Szu-Hui Ng, Qingpei Hu. Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization. In Amir Globersons, Lester Mackey, Danielle Belgrave, Angela Fan, Ulrich Paquet, Jakub M. Tomczak, Cheng Zhang 0005, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024. 2024. [doi]

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