Detailed information about the course
Title | Low-Rank Models: Optimization, Approximation, and Applications in Data Science |
Dates | 12-17 janvier 2020 |
Organizer(s) | Prof. Daniel Kressner, EPFL |
Speakers | Prof. Madeleine Udell, Cornell University, US Prof. Nicolas Boumal, Princeton University, US Prof. Lieven de Lathauwer, KU Leuven, BE Prof. Ivan Oseledets, Skoltech, RU Prof. Reinhold Schneider, TU Berlin, DE |
Description | This winter school is intended for doctoral and early career postdoctoral students who are interested in recent developments in mathematical models based on low-rank matrix and tensor approximations. The school will be taught by 5 world-wide experts in the field, specialised in high-dimensional numerical tensor calculus, numerical optimisation methods on Riemannian manifolds, and applications of low-rank models in data science and machine learning. In addition, a poster session will be organised as an informal networking event where junior participants can present their own research. |
Location |
Villars Ollon |
Information | |
Places | 30 |
Deadline for registration | 12.01.2020 |