LAGRANGE
RESEARCH CENTER
The Lagrange Research Center is dedicated to fundamental research on the foundations of Mathematics, Computing, and Data Science, as well as to expand the horizons of these fields by exploring other scientific disciplines through a computational and mathematical lens.
NEWS
Mathematical Information Science Workshop
01/09/2023A new workshop “Mathematical Information Science” is going to be held at the Lagrange Research Center this Autumn from Oct.…
Interpolation of Probability Measures Workshop
01/04/2023Organizers: Alessio Figalli, Filippo Santambrogio, Guillaume Carlier, Quentin Merigot The Optimal transport project team at the Lagrange Research Center is…
Mean Field Games and Applications Workshop
12/01/2022The Lagrange Research Center plans to hold a 3-day workshop on the theme: Mean Field Games and Applications from December…
Interview with Laurent Lafforgue, Senior Researcher at Huawei France
12/07/2021Laurent Lafforgue is a French mathematician. He has made outstanding contributions to the Langlands’ program, in the fields of number…
EVENTS
Lagrange Master Class | Laurrent Lafforgue: Generation of Grothendieck topologies and first-order provability
SEMINARIES
Metric Entropy Limits on Recurrent Neural Network Learning of Linear Dynamical Systems
One of the most influential results in neural network theory is the universal approximation theorem which states that continuous functions…
PUBLICATIONS
Metric Entropy Limits on Recurrent Neural Network Learning of Linear Dynamical Systems
Clemens Hutter, Recep Gül, Helmut Bölcskei Abstract: One of the most influential results in neural network theory is the universal approximation…
Optimal approximation with sparsely connected deep neural networks
H. Bölcskei, P. Grohs, G. Kutyniok, and P. Petersen Abstract: We derive fundamental lower bounds on the connectivity and the memory requirements of deep…
Deep neural network approximation theory
D. Elbrächter, D. Perekrestenko, P. Grohs, H. Bölcskei Abstract: This paper develops fundamental limits of deep neural network learning…
BULLETINS
KEY DATA
The Lagrange Research Center is dedicated to fundamental research in mathematics and computing. It is a platform open to all researchers around the world to conduct disruptive research and explore fundamental limits.
SCIENTISTS IN 2023
FIELDS MEDALISTS
OF SURFACE
KEY PROJECTS
INFOS
103 Rue Grenelle, 75007 Paris – FRANCE
- lmcrcparis@huawei.com
- +33 1 46 20 61 33
