9.520/6.860, Class 20

Class 20: Information-Theoretic Notions of Stability and Differential Privacy

Instructor: Sasha Rakhlin


We discuss differential privacy and various notions of distances.


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