An introductory lecture proposed by Grégory Nuel (LPSM).

 

The course will be accessible via Zoom.

 

Programme:

- defining NPS

- interpretation as super-mix

- likelihood calculation

- learning SPN via SPNlearn

- literature and libraries

- stress simulations

- moments

- induced trees

- forward/backward for NPS

- EM algorithm

- perspectives

 

The lecture will be followed by a discussion.