There are also several papers and blog posts diving into details and tradeoffs of different Bayesian optimization approaches and components here [0]. Example: C

There are also several papers and blog posts diving into details and tradeoffs of different Bayesian optimization approaches and components here [0]. Example: Covariance Kernels for Avoiding Boundaries [1] [0]: https://sigopt.com/research/ https://sigopt.com/research/ [1]: https://sigopt.com/blog/covariance-kernels-for-avoiding-boundaries/ https://sigopt.com/blog/covariance-kernels-for-avoiding-boun...