Luca Saglietti

luca.saglietti@epfl.ch 41 21 693 52 85

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Administrative data

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.