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What is Mean-Field Spin Glass Tutorial about?

This document presents a tutorial on mean-field spin glass techniques aimed at non-physicists, based on lecture notes from a class at Stanford University. It covers the p-spin model, tensor PCA, and the Sherrington-Kirkpatrick model, detailing statistical methods and applications in high-dimensional statistics. The tutorial aims to bridge the gap between statistical physics and mathematics for students with a solid background in probability theory but no prior knowledge of physics.

Author

Benito Camela

Language

EN