Conference on Mathematical Aspects of Learning Theory- 20 years later
to September 13, 2024
- Dates: 9-13 September, 2024
- Location: Casa Convalescència | C/ de St. Antoni Maria Claret, 171, BARCELONA
**Registration for the event is subject to the venue's capacity limitations.
Learning theory is one of the main research directions devoted to the study of the theory of data science. The focus of learning theory is on the nontrivial connections between all facets of information extraction and high dimensional phenomena; specifically on the way such phenomena are manifested in applications in statistics, optimization, and complexity theory.
By now it is understood that key questions in learning theory lead to deep problems in pure mathematics and in theoretical computer science. The goal of the proposed conference is to bring together researchers from all over the world who are interested in mathematical aspects of learning theory. In 2004 CRM hosted a tremendously successful meeting on the mathematical foundations of learning theory. The key to success was to bring together leading mathematicians working in probability and high-dimensional geometry with researchers on theoretical machine learning. We hope to repeat the same formula 20 years later, after witnessing an explosion of the subject that nobody foresaw 20 years ago.Liza Levina | University of Michigan
Gábor Lugosi | ICREA & Pompeu Fabra University
Shahar Mendelson | Australian National University
Roman Vershynin | UC Irvine
Emmanuel Abbe | École Polytechnique Fédérale de Lausanne
Morgane Austerne | Harvard UniversityAfonso Bandeira | ETH Zürich
Sebastien Bubeck | Microsoft Research
Emmanuel Candès | Stanford University
Luc Devroye | McGill University
Jian Ding | Peking UniversityRonen Eldan | Microsoft Research
Christophe Giraud | Institut de Mathématiques d’OrsayOlga Klopp | ESSEC Business SchoolVladimir Koltchinskii | Georgia Institute of TechnologyRaghu Meka | UCLAShay Moran | Technion – Israel Institute of TechnologyJelani Nelson | UC BerkeleyGergely Neu | Universitat Pompeu FabraPhilippe Rigollet | MITAlexander Rakhlin | MIT
Tselil Schramm | Stanford UniversityDaniel Spielman | Yale UniversityKonstantin Tikhomirov | Georgia Institute of TechnologyAlexandre Tsybakov | CREST-ENSAE Institut Polytechnique de Paris Martin Wainwright | MITAmir Yehudayoff | Technion – Israel Institute of Technology | University of CopenhagenNikita Zhivotovskiy | UC BerkeleyPiotr Zwiernik | University of Toronto
Poster Session
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- Deadline: June 9th, 2024
- Resolutions will be sent by the end of June, 2024
To apply, please select the relevant option during the registration process.
Travel Grants
Applications closed
Name | Institution |
---|---|
Christophe Giraud | Université Paris Saclay |
Alexandre Tsybakov | CREST |
Mohamed Ndaoud | ESSEC Business School |
Christoph Lampert | Institute of Science and Technology Austria (ISTA) |
Elitza Maneva | Universitat Autònoma de Barcelona |
Pau Redon Muñoz | Universitat Politècnica de Catalunya |
Esteban Vegas Lozano | Universitat Politècnica de Catalunya |
Ferran Reverter | Universitat Politècnica de Catalunya |
Maxim Fedotov | Universitat Pompeu Fabra |
Gabor Lugosi | Universitat Pompeu Fabra |
Yamen Habib | Universitat Pompeu Fabra |
Elizaveta Levina | University of Michigan |
Jelani Nelson | University of California |
Roman Vershynin | University of California |
Pierre Baldi | University of California |
Nikita Zhivotovskiy | University of California |
Shahar Mendelson | Australian National University |
Daniel Bartl | University of Vienna |
Ichiro Hashimoto | University of Toronto |
Zhangsong Li | Peking University |
Amir Yehudayoff | University of Copenhagen |
Shay Moran | Technion – Israel Institute of Technology |
Wieger Schipper | Delft University of Technology |
Yang Pan | Swiss Federal Institute of Technology in Zurich |
Petar Nizic-Nikolac | Swiss Federal Institute of Technology in Zurich |
Pedro Abdalla Teixeira | Swiss Federal Institute of Technology in Zurich |
Anastasia Kireeva | Swiss Federal Institute of Technology in Zurich |
Gil Kur | Swiss Federal Institute of Technology in Zurich |
Yani Zhang | Swiss Federal Institute of Technology in Zurich |
Valentin Abadie | Swiss Federal Institute of Technology in Zurich |
Thomas Allard | Swiss Federal Institute of Technology in Zurich |
Afonso Bandeira | Swiss Federal Institute of Technology in Zurich |
Emmanuel Abbé | Swiss Federal Institute of Technology in Lausanne |
Alex Buna | University of Oxford |
Peter Potaptchik | University of Oxford |
Tselil Schramm | Stanford University |
Emmanuel Candes | Stanford University |
Fan Chen | Massachusetts Institute of Technology |
Oleksandr Voitovych | Massachusetts Institute of Technology |
Philippe Rigollet | Massachusetts Institute of Technology |
Alexander Rakhlin | Massachusetts Institute of Technology |
Daniel Spielman | Yale University |
Pablo García Arce | ICMAT |
Carlos García Meixide | ICMAT |
UPF | UB | UPC | UAB
Paying by credit card
ON-CAMPUS AND BELLATERRA
BARCELONA AND OFF-CAMPUS
ACKNOWLEDGEMENTS
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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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