Course
Introduction to Sum-Product Networks - virtual lecture
Education, Research
28
May
2020
10:30
12:30
Paris
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.