LOCBO calibrates the GP likelihood with localized online conformal prediction and then denoises it, claiming utility lower bounds that are not actually established for the expected-improvement setting.
Bayesian and multi-armed contextual meta-optimization for efficient wireless radio resource management,
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Robust Bayesian Optimization via Localized Online Conformal Prediction
LOCBO calibrates the GP likelihood with localized online conformal prediction and then denoises it, claiming utility lower bounds that are not actually established for the expected-improvement setting.