36-733 Advanced Statistical Learning Theory I

6 units, Carnegie Mellon University

Focuses on deep learning theory, covering topics such as generalization, implicit regularization, benign overfitting, and optimization efficiency, guided by "Deep Learning: A Statistical Viewpoint" by Bartlett, Montanari, and Rakhlin (Acta Numerica, 2021).

Prerequisites: none listed

Offered: Spring 2026

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