Geometry and machine learning 2 

The conference will serve as a gathering point for researchers interested in studying machine learning and deep learning from a geometric perspective and, more generally, a mathematical viewpoint, as well as applying geometric and mathematical tools in machine learning in a broad sense. Geometric is understood in a broad sense, encapsulating but not limited to algebraic and topological tools for continuous and discrete structures. 

This workshop follows a Geometry and Machine Learning held in Scalea, Italy, in 2024.

The conference will be held in Paris at Sorbonne Université, Paris, from May 26 to May 30, 2025.

For any questions, please contact: gregoire.sergeant-perthuis@sorbonne-universite.fr 

Speakers:   see the program, see the booklet

Alexander Chervov (Institut Curie)
Elodie Laine (Sorbonne University)
Joseph Nardin-Gennequin  (Université Claude Bernard Lyon 1)
Sergei Grudinin (CNRS / UGA Grenoble)
Umut Simsekli (Inria Paris / ENS Paris)
Yiannis Vlassopoulos (Athena Research Center, ILSP, Athens Greece)
Alexei Kotov (University of Hradec Kralove)
Vitaliy Kurlin (University of Liverpool, UK)
Tolga Birdal  (Imperial College London)
Diaaeldin Taha (Max Planck Institute for Mathematics in the Sciences)
Grégoire Sergeant-Perthuis (Sorbonne University)
Vadim Lebovici (Université Sorbonne Paris Nord)
Haochen Yang (University of Oxford, Max Planck Institute of Molecular Cell Biology and Genetics)
Susovan PAL (Free University of Brussels (VUB))
Renata Turkes (DataShape, Inria-Saclay / Laboratoire de Mathématiques d’Orsay, Université Paris-Saclay)
Serguei Barannikov (CNRS/IMJ-PRG)
Jiayi Li (Max Planck Institute)
Edward Pearce-Crump (Imperial College London)
Jules Tsukahara (Ouragan, Inria-Paris/IMJ-PRG)
Elias Tsigaridas  (Ouragan, Inria-Paris/IMJ-PRG)
Olga Anosova (Computer Science, University of Liverpool, UK)
Matias Bender (Tropical, INRIA Saclay)

Practical informations: 

Where: Room 106, Centre de Conférences, Tour (Tower) 44, 1rst floor (corridor 44-45)
Sorbonne Université
4 Place Jussieu, 75005 Paris

Metro Station: Line 10, or Line 7 metro station Jussieu.

To schedule your itinerary a useful link is here.