9.520/6.860, Class 23

Class 23: Sample Complexity of Neural Networks

Instructor: Sasha Rakhlin


We discuss sample complexity of neural networks and the different bounds of Rademacher complexity.


Slides for this lecture: PDF

Class Reference Material

L. Rosasco, T. Poggio, Machine Learning: a Regularization Approach, MIT-9.520 Lectures Notes, Manuscript, Dec. 2017

Suggested Reading