Statistical Physics of Computation Laboratory
The research carried out at the “Statistical Physics of Computation Laboratory” aims to build tools for a theoretical understanding of principles behind the success of modern machine learning methods. It is rather clear that none of the traditional research directions alone will provide a satisfactory answer to this challenging multi-facet question. Instead, combining expertise from mathematics, physics, computer science, information theory, signal processing, optimisation, statistics, and other related fields is needed to progress.
EPFL SB IPHYS SPOC
BSP 722 (Cubotron UNIL)
Rte de la Sorge