How does Batch Normalization Help Optimization?

An closer look at one of the most popular techniques in modern deep learning.

Training Robust Classifiers (Part 2)

A robust optimization perspective on training robust models.

Training Robust Classifiers (Part 1)

A robust optimization perspective on training robust models.

A Brief Introduction to Adversarial Examples

ML classifiers tend to be a lot more brittle than we think.