Scholar
Lénaïc Chizat
Google Scholar ID: jrJh9yIAAAAJ
EPFL
Citations & Impact
Citations
4,978
H-index
21
i10-index
27
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - Slides for the best paper award lecture at SIAM-IP 2022
- - Published works on sparse optimization on measures, estimating optimal transport with entropic regularization, etc.
- - All numerical experiments in papers are reproducible using codes posted on Github
Research Experience
- - 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
Background
- Tenure track assistant professor at EPFL in the Institute of Mathematics, leading the DOLA chair (Dynamics Of Learning Algorithms). Main research topics include Continuous Optimization, Optimal Transport, and Theory of deep learning and neural networks.
Miscellany
- Favorite programming language is Julia, and occasionally posts numerical animations on Twitter. Also enjoys listening to, playing, and creating music. Recommends following research blogs by Francis Bach, Djalil Chafaï, Gabriel Peyré on Twitter, Terrence Tao; 3blue1brown on YouTube is a must-watch for math students.
Co-authors