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Developments
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Bayesian Optimization (Bayes Opt): Easy explanation of popular hyperparameter tuning method
MLSS 2020 Tuebingen Poster Presentation, Learning Hierarchical Acquisition Functions for BO
piBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
Efficient Rollout Strategies for Bayesian Optimization
Novel gradient-informed acquisition functions for efficient Bayesian Optimization
Louis Tiao | “Bayesian Optimization by Classification
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
2. Bayesian Optimization
Nando de Freitas: Bayesian Optimization
Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces, S. Daulton, et al
Roman Garnett - Bayesian Optimization
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Last Updated: August 17, 2026
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