Description |
An ICTP Hybrid Meeting. You can submit your application for participation in presence or online.
This school on random matrices and graphs, machine learning and statistical physics will emphasize the strong connections between these fields, strenghten the analytical toolbox of the students and provide a modern vision of the challenges in high-dimensional statistics.
Inference and learning systems have been studied for decades. But the richness of contemporary high-dimensional statistical models (deep neural networks, community detection and inference on graphs, tensor factorization etc) require novel ideas and analytical methods. In particular, blending methods from random matrix theory, statistical physics and information theory is particularly promising. The school aims at providing an overview of recent progresses in this interdisciplinary field by worldwide experts coming from different backgrounds, but who all share a common goal of better modelling complex systems processing large datasets, and understanding their fundamental and algorithmic limitations.
Topics:
Lecturers: C. MALE, Bordeaux University, France
L. MASSOULIÉ, INRIA Paris, France
M. LELARGE, INRIA Paris & Ecole Polytechnique, France
M. POTTERS, Capital Fund Management, France
P. VIVO, King's College London, UK
Grants: A limited number of grants are available to support the attendance of selected participants. There is no registration fee. |
REGISTRATION: Upon arrival, Visitors not staying in the ICTP Guest Houses, are kindly requested to complete registration formalities at the Adriatico Guesthouse as follows: Registration Desk (Lower level) from 9.00 till 9.30.
Time zone: You can choose your time zone (in place of Europe/Rome) on the top right of the page and the programme time will be modified accordingly.
Location: | Adriatico Guest House - Giambiagi Lecture Hall |
Speaker: | Marc POTTERS (Capital Fund Management, France) |
Material: | Video |
Speaker: | Marc POTTERS (Capital Fund Management, France) |
Material: | Video |
Speaker: | Pierpaolo VIVO (King's College London, UK) |
Material: | Video |
Speaker: | Pierpaolo VIVO (King's College London, UK) |
Material: | Video |
Speaker: | Camille MALE (Bordeaux University, France) |
Material: | Abstract Video |
Speaker: | Camille MALE (Bordeaux University, France) |
Material: | Video |
Location: | Adriatico Guest House - Giambiagi Lecture Hall |
Speaker: | Marc POTTERS (Capital Fund Management, France) |
Material: | Video |
Speaker: | Marc POTTERS (Capital Fund Management, France) |
Speaker: | Camille MALE (Bordeaux University, France) |
Material: | Video |
Speaker: | Camille MALE (Bordeaux University, France) |
Material: | Video |
Speaker: | Pierpaolo VIVO (King's College London, UK) |
Material: | Video |
Speaker: | Pierpaolo VIVO (King's College London, UK) |
Material: | Video |
Location: | Adriatico Guest House - Giambiagi Lecture Hall |
Speaker: | Marc POTTERS (Capital Fund Management, France) |
Material: | Video |
Speaker: | Marc POTTERS (Capital Fund Management, France) |
Material: | Video |
Speaker: | Marc LELARGE (INRIA Paris & Ecole Polytechnique, France) |
Material: | Abstract Video |
Speaker: | Marc LELARGE (INRIA Paris & Ecole Polytechnique, France) |
Material: | Video |
Location: | Adriatico Guest House - Giambiagi Lecture Hall |
Speaker: | Laurent MASSOULIE (INRIA Paris, France) |
Material: | Video |
Speaker: | Laurent MASSOULIE (INRIA Paris, France) |
Material: | Video |
Location: | Adriatico Guest House - Giambiagi Lecture Hall |
Speaker: | Camille MALE (Bordeaux University, France) |
Material: | Video |
Speaker: | Camille MALE (Bordeaux University, France) |
Material: | Video |
Speaker: | Marc LELARGE (INRIA Paris & Ecole Polytechnique, France) |
Material: | Video |
Speaker: | Marc LELARGE (INRIA Paris & Ecole Polytechnique, France) |
Material: | Video |
Speaker: | Laurent MASSOULIE (INRIA Paris, France) |
Material: | Video |
Speaker: | Laurent MASSOULIE (INRIA Paris, France) |
Material: | Video |
Location: | Adriatico Guest House - Giambiagi Lecture Hall |
Speaker: | Pierpaolo VIVO (King's College London, UK) |
Material: | Video |
Speaker: | Pierpaolo VIVO (King's College London, UK) |
Material: | Video |
Speaker: | Laurent MASSOULIE (INRIA Paris, France) |
Material: | Video |
Speaker: | Laurent MASSOULIE (INRIA Paris, France) |
Material: | Video |
Speaker: | Marc LELARGE (INRIA Paris & Ecole Polytechnique, France) |
Material: | Video |
Speaker: | Marc LELARGE (INRIA Paris & Ecole Polytechnique, France) |
Material: | Video |