Agentic Bayesian Optimization through Surrogate-Augmented Autoresearch

Paul Brunzema, Louis Tiao, Nhat Le +3

Bayesian optimization (BO) has become the standard tool for sample-efficient optimization and owes its efficiency to uncertainty-aware search driven by generic statistical priors.…