References

Shuhei Watanabe, “Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance,” arXiv (Cornell University), January 1, 2023, https://doi.org/10.48550/arxiv.2304.11127.

Bergstra, James, Dan Yamins, and David D. Cox. “Making a Science of Model Search.” arXiv (Cornell University), January 1, 2012. https://doi.org/10.48550/arxiv.1209.5111.

Song, Jiaming, Lantao Yu, Willie Neiswanger, and Stefano Ermon. “A General Recipe for Likelihood-free Bayesian Optimization.” arXiv (Cornell University), January 1, 2022. https://doi.org/10.48550/arxiv.2206.13035.

Falkner, Stefan, Aaron Klein, and Frank Hutter. “BOHB: Robust and Efficient Hyperparameter Optimization at Scale.” arXiv (Cornell University), January 1, 2018. https://doi.org/10.48550/arxiv.1807.01774.