PHYS-512 Statistical physics of computation
14 September 2021, 45 videos, 1680 views, Open Channel
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.
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