Bruno Loureiro

EPFL STI IEL IDEPHICS1
ELD 330 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

EPFL STI IEL IDEPHICS1
ELD 330 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

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Education

PhD in Physics

University of Cambridge

2018

MASt in Applied Mathematics

University of Cambridge

2014

BSc in Mathematics and Physics

King's College London

2013

Teaching & PhD

Courses

Statistical physics for optimization & learning

This course covers the statistical physics approach to computer science problems ranging from graph theory and constraint satisfaction to inference and machine learning. In particular the replica and cavity methods, message passings algorithms, and analysis of the related phase transitions.