This blog is a platform for presenting research highlights, perspectives on the field, and various other updates written by the members of MadryLab.

Our main focus is on developing a view on the key phenomena in modern machine learning that combines both theoretical insights and empirical examinations. Topics that are particularly close to our hearts are understanding the optimization landscape of deep learning, and the view on machine learning through the lens of security and robustness.