Gaussian Process Based Surrogate Models
1:23:45
Bruno Sudret (ETH Zürich): Surrogate modelling approaches for stochastic simulators
23:47
Gaussian Processes
1:53:32
ML Tutorial: Gaussian Processes (Richard Turner)
31:38
339 - Surrogate Optimization explained using simple python code
57:34
Robert Gramacy: "Deep Gaussian Process Surrogates for Computer Experiments"
1:10:17
A surrogate modeling journey through Gaussian processes
1:34:54
2. Bayesian Optimization
21:01