Course on NMF

In the context of the SOCN doctoral school, I have created a short course on NMF with: 

• 6 lectures: 

1. Introduction

2. Exact NMF 

3. Identifiability 

4. Models and applications 

5. Separable NMF 

6. Advanced algorithms

• 4 exercices sessions: 

1. Basic algorithms and applications

2. Exact NMF and identifiability 

3. Separable NMF

4. Advanced algorithms

All the material is available here.