PAC-Bayes-Survey Understanding the Generalization of Deep Neural Networks through PAC-Bayes bounds: A Survey Class Project for the Mathematics of Deep Learning, CS-GA 3033, Spring 2022. Report written by Andres Potapczynski, Sanae Lotfi, Anthony Chen and Chris Ick.