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Workshop: Recent developments beyond classical regimes in statistical learning

Thematic semester

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 November 2024 09:00
8 November 2024 17:20
Thematic school: Optimization & algorithms for high-dimensional machine learning and inference

Thematic semester

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 October 2024 09:00
18 October 2024 16:30
Thematic school: Models & methods for high-dimensional machine learning and inference

Thematic semester

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: Florent Krzakala - Replica method Marc Lelarge - Statistical physics and inference Zhenyu Liao - Random matrix …

Institut de Mathématiques de Toulouse (IMT)

Amphithéâtre Laurent Schwartz
Université Paul Sabatier 118 route de Narbonne Bât. 1R3 F-31062 Toulouse
14 October 2024 08:40
18 October 2024 16:30
Modeling, theory and numerics for PDEs (kinetic and hyperbolic systems)

Workshops

Kinetic and hyperbolic equations play vital roles in the modeling of physical systems ranging from gas dynamics, plasmas, semiconductor devices to biological and social sciences. The study of kinetic and hyperbolic equations brings out rich mathematics and calls for special techniques from analysis, …

Aussois

Centre de Vacances CAES du CNRS Paul Langevin, 24 Rue du Coin, 73500 Aussois
8 October 2024 09:00
11 October 2024 15:50
Thematic school: Models & methods for high-dimensional machine learning and inference

Thematic semester

This thematic school features mini-courses on tools and techniques for the analysis of high-dimensional models in statistical inference and machine learning, including (but not limited to) tools from random matrix theory, statistical physics and spin glasses.  List of speakers (work in …

Institut de Mathématiques de Toulouse (IMT)

Amphithéâtre Laurent Schwartz
IMT Bât. 1R3 Université Paul Sabatier, Toulouse
7 October 2024 09:00
11 October 2024 16:30