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Welcome to COLT 2025 - Lyon, France, June 30-July 4, 2025
COLT (Conference on Learning Theory) is the leading conference on the theory of machine learning and artificial intelligence. It is a central venue to exchange about theoretical aspects of machine learning, broadly defined as a subject at the intersection of computer science, statistics and applied mathematics.
The 38th annual edition of COLT takes place from June 30th to July 4th in the premises of Ecole Normale Superieure de Lyon in Lyon, France, the 'French Capital of Gastronomy', full of historical, cultural and culinary surprises.
This web site gathers all participant-related information.
If you are looking for program-related or author-related information about this edition of COLT, please consult the official COLT 2025 web site, maintained by Association for Computational Learning.
Download the conference guide
Early-bird registration opens: April 4, 2025
Early-bird registration closes: May 28, 2025
Registration closes: June 20, 2025
Satellite events: June 30, 2025
Conference: July 1-4, 2025
Clément Marteau, UCBL
Rémi Gribonval, Inria
Yohann De Castro, Centrale Lyon
COLT videos
COLT (Conference on Learning Theory) is the leading conference on the theory of machine learning and artificial intelligence. It is a central venue to exchange about theoretical aspects of machine learning, broadly defined as a subject at the intersection of computer science, statistics and applied mathematics.
The 38th annual edition of COLT takes place from June 30th to July 4th in the premises of Ecole Normale Superieure de Lyon in Lyon, France, the 'French Capital of Gastronomy', full of historical, cultural and culinary surprises.
This web site gathers all participant-related information.
If you are looking for program-related or author-related information about this edition of COLT, please consult the official COLT 2025 web site, maintained by Association for Computational Learning.
Download the conference guide
Keynote speakers
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Katrina Ligett, Hebrew University https://www.cs.huji.ac.il/~katrina/ Actually, data is a rival good |
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Matus Telgarsky, Courant Institute https://cims.nyu.edu/~matus/ Mathematical and sociological questions in LLM Theory, Deep Learning Theory |
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Francis Bach, Inria https://www.di.ens.fr/~fbach/ Optimization in Machine Learning: From Convexity to Non-Convexity |
Important Dates
Important dates for authors (review process)Early-bird registration opens: April 4, 2025
Early-bird registration closes: May 28, 2025
Registration closes: June 20, 2025
Satellite events: June 30, 2025
Conference: July 1-4, 2025
Local Organization Commitee
Aurélien Garivier, ENS de LyonClément Marteau, UCBL
Rémi Gribonval, Inria
Yohann De Castro, Centrale Lyon