DASH: Decoupled Adaptive Surrogate - Acquisition Harness for Automated Bayesian Optimization

Changquan Zhao, Yuxiang Sun, Ruihao Zhu +2

Bayesian optimization (BO) relies on a surrogate model and an acquisition function, yet the most suitable choices vary across tasks and optimization stages. Automated Bayesian opti…