Plenary Talk @SampTA 2019, Bordeaux, July 8-12 2019

Talk @ Sparsity4PSL Summer School, Paris, June 27th

Talk @ workshop “Mathematics of Data”, Alan Turing Institute, London, May 29-31 2019

Talk @ LightOn Workshop #3: The Future of Random Matrices

see also on Nuit Blanche

Talk @ mini-symposium @ SMAI2019, Guidel, May 13 2019

Mini-symposium: s’affranchir du maillage : résoudre les EDP par le deep learning

Talk @ Lab-STICC seminar of the TOMS team, April 8th 2019

Compressive Statistical Learning

Talk @ Séminaire Signal & Apprentissage, I2M, Marseille, January 10th 2019

on Approximation with sparsely connected deep networks

Videos and slides from the Conference on Deep Learning: from Theory to Applications

The videos of most talks of the conference are now available at, as well as slides from clickable titles of the program (

Talk #brainhackorg IRISA, April 25th 2018 “Reproducible research — is it worth the effort, and how to ease it? “”>

Talk at AIDays #IARENNES IRISA, April 19th 2018 “Deep networks: engineered, trained or randomized?”