GeUmetric Deep Learning Workshop 2025

 

We are pleased to again welcome researchers to Umeå University for a workshop exploring different aspects of the vast and rapidly developing field of geometric deep learning. We aim to bring together researchers working at the intersection of physics, mathematics and deep learning, combining geometry and machine learning with a variety of different approaches. In this second installment, we have an explicit aim to also highlight the use of geometrical and algebraical methods for developing theory of deep learning.

Invited speakers

Elisenda Grigsby, Boston College 
Luca Cosmo, University of Venice

The conference will also feature contributed research talks from the participants. Graduate students will be given priority in the selection of contributed talks. Our aim is to give young researchers the opportunity to present their research in a specialized but informal atmosphere.

Dates: August 19-21, 2025 (lunch-to-lunch)

Location: NAT.D.300, Naturvetarhuset, Umeå University

For inquiries, please contact the organizing committee.

Program

View the full program: GeUmetric Deep Learning Workshop 2025 Program

Contributed speakers

Oscar Carlsson, Chalmers University of Technology, Gothenburg University
Emma Andersdotter, Umeå University
Elias Nyholm, Chalmers University of Technology
Max Guillen, Chalmers University of Technology
Philipp Misof, Chalmers University of Technology, Gothenburg University
Oskar Nordenfors, Umeå University
Vahid Shahverdi, KTH
Stefano Mereta, KTH
Alex Massarenti, Universitá di Ferrara
Felix Stollenwerk, AI Sweden
Hampus Linander, Chalmers University of Technology
Tino Paulsen , Leuphana University
Longde Huang, Chalmers University of Technology
Alexander Friedrich, Umeå University
Leonard Mushunje, University of Sydney

Getting to the university

If you’re travelling by train, you should get off at Umeå Östra and take the escalator exit (on the side of track 2). Then you’re a 5 minute walk from Naturvetarhuset.

If you’re travelling with plane, there is a frequent bus service from the Airport to Vasaplan. From there, take bus 5,8, or 9 to Universum, or 1 to Universitetssjukhuset.

Please note that the workshop takes place before the semester starts, so that all buildings will be locked. If you’re arriving a lot earlier than the start of the conference (13.00 Tuesday), please notify the organizers so that they can let you in.

Previous workshops

GeUmetric Deep Learning 2024