Transfer Learning for Bayesian Optimization: A Survey

Tianyi Bai, Yang Li, Yu Shen +3

A wide spectrum of design and decision problems, including parameter tuning, A/B testing and drug design, intrinsically are instances of black-box optimization. Bayesian optimizati…