Mathematical Foundations of Machine Learning: PDEs, Probability, and Dynamics
to January 09, 2026
Venue: Centre de Recerca Matemàtica
Room: Auditorium
DESCRIPTION
The aim of the workshop is not only to bring together a small group of researchers working at the intersection of these fields, but also to introduce a broader audience to the interactions between modern machine learning and tools from partial differential equations, dynamical systems, and probability.
Scientific Committee
Joan Bruna | New York University
Xavier Ros-Oton | Universitat de Barcelona-ICREA-Centre de Recerca Matemàtica
Domènec Ruiz-Balet | Universitat de Barcelona
Speakers
Carles Domingo | Microsoft
Jaume de Dios | ETH Zurich
Xavier Fernàndez-Real | École Polytechnique Fédérale de Lausanne
Borjan Geshkovski | INRIA
Gabor Lugosi | ICREA – Universitat Pompeu Fabra – Barcelona School of Economics
Stéphane Mallat | École Normale Supérieure
Gergely Neu | Universitat Pompeu Fabra
Eulàlia Nualart | Universitat Pompeu Fabra – Barcelona School of Economics
Gabriel Peyré | École Normale Supérieure
Maria Prat | Brown University
Adrià Recasens | DeepMind
Roberto Rubio | Universitat Autònoma de Barcelona
Eric Vanden-Eijnden | Courant Institute of Mathematical Sciences – New York University (NYU)
Lenka Zdeborova | École Polytechnique Fédérale de Lausanne
LIST OF PARTICIPANTS
| Name | Institution |
|---|---|
| JAWAHIRA ZOHRA | The Women University Multan pakistan |
| Federico Poncio | Centre de Recerca Matemàtica |
| Eulalia Nualart | Universitat Pompeu Fabra |
registration
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CRM USER CREATION
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REGISTER
LODGING INFORMATION
ON-CAMPUS AND BELLATERRA
BARCELONA AND OFF-CAMPUS
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For inquiries about this event please contact the Scientific Events Coordinator Ms. Núria Hernández at nhernandez@crm.cat
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CRM Code of Conduct
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