- A short notebook illustrating a simple adversarial attack on a linear model on MNIST: https://github.com/pierreablin/adversarial_example/blob/master/Simple_attack.ipynb

- An introduction to the LASSO for beginners : https://slides.com/pierreablin/the-lasso

- A small introduction to Nonnegative Matrix Factorization, applications to musical signal processing and a few words about transform learning: NMF_presentation.pdf

- Presentation I gave at LVA-ICA ’18 about fast maximum likelihood ICA: lva_ica_presentation.pdf

- Presentation I gave at Parietal starting with a small introduction to ICA followed by our new EM algorithm for ICA: em_algorithms_ica.pdf