2023
1: Bayesian Optimization Overview
2: Gaussian Processes
3: Bayesian Decision Theory and Expected Improvement
4: Gaussian Process Regression with GPyTorch

1: Bayesian Optimization Overview

p 13 , area ศึกษา optimization problem โดยใช้ Bayesian app
– aim เพื่อ locating optimal objective value eg global max or min

2: Gaussian Processes


3: Bayesian Decision Theory and Expected Improvement


4: Gaussian Process Regression with GPyTorch