ISEN 689Q Computer Experiments (Fall 2019)
Lecture 1. Multivariate Normal Distributions
Lecture 2. Gaussian Processes
Lecture 3. Gaussian Process Regression
Lecture 4. Function Spaces
Lecture 5. Radial Basis Functions Interpolation
Lecture 6. Concentration and Maximum Inequalities
Lecture 7. Approximation Theory for GP Regression