[1] Fun with GMMs https://blog.quipu-strands.com/fun_with_GMMs
[2] This is a larger article on BayesOpt, but I've a section dedicated to GPs: https://blog.quipu-strands.com/bayesopt_1_key_ideas_GPs#gaus...