Prior convictions: Black-box adversarial attacks with bandits and priors

by Ilyas, Andrew, Engstrom, Logan G., Madry, Aleksander
Published 2021

How does batch normalization help optimization?

by Madry, Aleksander, Santurkar, Shibani, Tsipras, Dimitris, Ilyas, Andrew
Published 2021

Extracting Syntactical Patterns from Databases

by Ilyas, Andrew, M. F. da Trindade, Joana, Castro Fernandez, Raul, Madden, Samuel
Published 2021

Image synthesis with a single (robust) classifier

by Santurkar, Shibani, Tsipras, Dimitris, Tran, Brandon, Ilyas, Andrew, Engstrom, Logan G., Madry, Aleksander
Published 2021