Lenka Zdeborová

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lenka.zdeborova@epfl.ch +41 21 693 83 27

EPFL SB IPHYS SPOC1
BSP 722 (Cubotron UNIL)
CH-1015 Lausanne

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Administrative data

Teaching & PhD

Teaching

Physics

PhD Programs

Doctoral Program in Physics

Doctoral program in computer and communication sciences

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.