SPOC

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.


Contacts

Head of Laboratory
Lenka Zdeborova
Office: BSP 722
tel: +41 (0)21 69 38327
E-mail: [email protected]
Administrative Assistant
Office: BSP 722
Tel: +41 (0)21 69 35574
Mailing Address
Statistical Physics of Computation Laboratory (SB/IC)
EPFL SB IPHYS SPOC
BSP 722 (Cubotron UNIL)
Rte de la Sorge
CH-1015 Lausanne
Switzerland