2024 "acquisition function design" Papers

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Conference

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BOtied: Multi-objective Bayesian optimization with tied multivariate ranks

Ji Won Park, Natasa Tagasovska, Michael Maser et al.

ICML 2024poster

Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence

Shengbo Wang, Ke Li

AAAI 2024paperarXiv:2312.03212
19
citations

Multi-Objective Bayesian Optimization with Active Preference Learning

Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki et al.

AAAI 2024paperarXiv:2311.13460
14
citations