The following courses/tutorials are/have been taught during the past few years:
Master 2 – Maths-Vision-Learning (MVA – ENS Paris-Saclay) – Sparsity and astrophysical data analysis
This course is introduces the sparsity concept and the related tools to build multiresolution analysis representations and exploit them to solve linear inverse problems. The last part of the course deals with matrix factorization problems such as Blind Source Separation and Non-negative Matrix Factorization.
This course deals with matrix factorization problems such as Blind Source Separation and its application in cosmology.