Lénaïc ChizatI am a tenure track assistant professor at EPFL in the Institute of Mathematics, where I lead the DOLA chair (Dynamics Of Learning Algorithms). Main research topics:
To contact me : firstname.lastname@epfl.ch |
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Spring 2021: Machine learning - Master ICFP - ENS
Spring 2021: Optimal Transport - Master Optimisation - Université Paris-Saclay
Spring 2020: Machine learning - Master ICFP - ENS
Spring 2020: Optimal Transport - Master Optimisation - Université Paris-Saclay
Invited blog post on Francis Bach's research blog, an overview of our recent results on the predictor learnt by two-layer neural networks.
Slides for the best paper award lecture at SIAM-IP 2022 about my research on sparse optimization on measures with overparamterized gradient descent.
Slides about estimating optimal transport with entropic regularization
Slides about infinitely wide two-layer neural networks
Slides about Trajectory Inference with Mean-Field Langevin Dynamics
All the numerical experiments in my papers are reproducible using the codes I post on Github
My favorite programming language is Julia and on occasion I post numerical animations on Twitter.
I also like to hear, play and create music, see eg a project with my friend Lucas Dulac.
Here are some great research blogs I like to follow Francis Bach, Djalil Chafaï, Gabriel Peyré on Twitter, Terrence Tao. On youtube, 3blue1brown is a must watch for any math student.