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20222025
most citedRelaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization

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stat.ML2024

This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization

Anthony Bardou, Patrick Thiran, Giovanni Ranieri

Bayesian Optimization (BO) has proven to be very successful at optimizing a static, noisy, costly-to-evaluate black-box function . However, optimizi…