Frugal Bayesian Optimization: Scalable Surrogates for Data- and Resource-Limited Discovery

Panagiotis Krokidas, Christoforos Rekatsinas, Vassilis Sioros +3

Bayesian Optimization (BO) is widely adopted for data-efficient optimization in scientific and engineering applications, yet its computational cost is rarely evaluated alongside op…