Lecturer: Vaclav Smidl
Lesson 1: Review of probability and trivial models
- Pdf presentation
- Matlab symbolic evaluation of a similar toy problem: d = m + e, where noise e has precision om, i.e. om=1/s
Lesson 2: Prior and Approximations
Lesson 3: Linear Regression
Lesson 4: Mixture Models
Lesson 5: Recapitulation and Patlak Challenge
Lesson 6: Monte Carlo Methods
Lesson 7: Hands on