← The cheat sheet (consolidation)⌂ Fifty Evaluations to Find the Best: Bayesian OptimizationThe foundations →
Part 8 of 8
The Papers & Sources
One section for the whole literature: the narrative arc first (what each work fixed), then the complete reference list. Methodology: this survey was run on 2026-08-02; every arXiv-hosted paper was verified against the arXiv API (exact title, ID, date, first author) and recent-submission sweeps ground the 2025–26 claims. Citation magnitudes are approximate (∼) reputation figures, as arXiv carries none. The math sections follow Frazier’s and Garnett’s notation. Errors of interpretation are this page’s, not the sources’.