Lectures

1. Not everything is “Bayesian Optimization”
2. You don’t have to use Gaussian Processes

Required Reading List

Bayesian Calibration of Computer Models

https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/1467-9868.00294

Maximum Likelihood Estimation in Gaussian Process Regression is Ill-Posed

https://arxiv.org/abs/2203.09179