Ludovic Stephan
EPFL AVP-DLE-EDOC EDPY-ENS
ELD 331 (Bâtiment ELD)
Station 11
1015 Lausanne
EPFL > VPA-AVP-DLE > AVP-DLE-EDOC > EDPY-ENS
Teaching & PhD
Courses
Statistical physics for optimization & learning
This course covers the statistical physics approach to computer science problems, with an emphasis on heuristic & rigorous mathematical technics, ranging from graph theory and constraint satisfaction to inference to machine learning, neural networks and statitics.