Multifidelity Bayesian Optimization for Binomial Output

Leonid Matyushin, Alexey Zaytsev, Oleg Alenkin +1

The key idea of Bayesian optimization is replacing an expensive target function with a cheap surrogate model. By selection of an acquisition function for Bayesian optimization, we…