Bayesian Optimization in Action

Machine Learning: A Bayesian and Optimization Perspective

Bayesian Optimization: Theory and Practice Using Python

Bayesian and High-Dimensional Global Optimization (SpringerBriefs in Optimization)

Experimentation for Engineers: From A/B Testing to Bayesian Optimization