2024 "acquisition functions" Papers

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Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds

Shion Takeno, Yu Inatsu, Masayuki Karasuyama et al.

ICML 2024posterarXiv:2311.03760

Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization

Hao Wang, Kaifeng Yang, Michael Affenzeller

ICML 2024posterarXiv:2205.05505