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Probabilistic Tools for Learning

Semestres thématiques

Workshop: Recent developments beyond classical regimes in statistical learning

Semestres thématiques

This workshop is focused on recent results on high-dimensional (supervised and unsupervised) machine learning and statistical inference. It will in particular involve a round-table debate with top experts on this domain about the major open problems on the field and some promising trends and recent …

Institut de Mathématiques de Toulouse (IMT)

Amphithéâtre Laurent Schwartz
Université Paul Sabatier 118 route de Narbonne Bât. 1R3 F-31062 Toulouse
4 Novembre 2024 09:00
8 Novembre 2024 17:20
Architectures and Services for AI-enabled 5G/6G Networks

Semestres thématiques

Thematic school: Models & methods for high-dimensional machine learning and inference

Semestres thématiques

This thematic school features mini-courses on tools and techniques for the analysis of high-dimensional models in statistical inference and machine learning. List of speakers and subjects: Gérard Ben Arous - Recent progress on the dynamics of optimization in very high dimensions Florent Krzakala - …

Institut de Mathématiques de Toulouse (IMT)

Amphithéâtre Laurent Schwartz
Université Paul Sabatier 118 route de Narbonne Bât. 1R3 F-31062 Toulouse
14 Octobre 2024 09:00
18 Octobre 2024 16:30
Thematic school: Optimization & algorithms for high-dimensional machine learning and inference

Semestres thématiques

This thematic school features mini-courses on the study of high-dimensional (random) optimization landscapes, on the dynamics of optimization algorithms in high dimensions, on approximate message passing algorithms, and related topics. List of speakers : François Malgouyres, Edouard Pauwels, …

Institut de Mathématiques

Amphithéâtre Laurent Schwartz
Building 1R3 University Paul Sabatier, Toulouse, France
14 Octobre 2024 09:00
18 Octobre 2024 16:30