Bayesian nonparametrics and Bayesian deep learning

• Julyan Arbel (Inria Grenoble Rhône-Alpes, Univ. Grenoble-Alpes), https://www.julyanarbel.com

The course will be held via visioconference until further notice. A zoom link is sent on Teams before lectures.

Lecture 1: Bayesian nonparametrics #1

• Slides are here.
• Practicals are here (ex1, ex2, ex3).

Lecture 2: Bayesian nonparametrics #2

• Practicals are here (ex4, ex5).

Lecture 3: Bayesian nonparametrics #3

• Handwritten slides are here.
• Try to do exercises.
• Tentative paper list.

Lecture 4: Bayesian deep learning #1

• Slides are in the slides folder.

Lecture 5: Bayesian deep learning #2

Lecture 6: Students' seminar