← Build it yourself (transfer)⌂ Fifty Evaluations to Find the Best: Bayesian OptimizationThe cheat sheet (consolidation) →
Part 7 · Keep Learning
Going deeper (the books)
Garnett, Bayesian Optimization (Cambridge 2023, free PDF) when you want chapter-length treatments of everything here; Rasmussen & Williams, Gaussian Processes for Machine Learning (MIT 2006, free) for the surrogate in full depth; Gramacy, Surrogates (2020, free) for the statistician’s view with code.