How does batch normalization help optimization?

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

Efficient Money Burning in General Domains

by Fotakis, Dimitris, Tsipras, Dimitris, Tzamos, Christos, Zampetakis, Emmanouil
Published 2016

Matrix Scaling and Balancing via Box Constrained Newton's Method and Interior Point Methods

by Cohen, Michael B., Madry, Aleksander, Tsipras, Dimitris, Vladu, Adrian
Published 2021

Adversarially Robust Generalization Requires More Data

by Schmidt, Ludwig, Santurkar, Shibani, Tsipras, Dimitris, Talwar, Kunal, Madry, Aleksander
Published 2021

Exploring the landscape of spatial robustness

by Engstrom, Logan G., Tran, Brandon, Tsipras, Dimitris, Schmidt, Ludwig, Madry, Aleksander
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

Robustness may be at odds with accuracy

by Tsipras, Dimitris, Santurkar, Shibani (Shibani Vinay), Engstrom, Logan G., Turner, Alexander M., Madry, Aleksander
Published 2021