Tutorial

Random Matrix Theory and ML (RMT+ML)

Fabian Pedregosa · Courtney Paquette · Thomas Trogdon · Jeffrey Pennington

Virtual

Abstract:

In recent years, random matrix theory (RMT) has come to the forefront of learning theory as a tool to understand some of its most important challenges. From generalization of deep learning models to a precise analysis of optimization algorithms, RMT provides analytically tractable models.

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