Shibani Santurkar

Adversarial Examples Are Not Bugs, They Are Features

Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras et al. · arXiv (Cornell University) · 2019 · 395 citations · Full text

Artificial Intelligence, Adversarial Examples, Trustworthy Ai +14

Robustness May Be at Odds with Accuracy

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom et al. · arXiv (Cornell University) · 2018 · 371 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Adversarially Robust Generalization Requires More Data

Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras et al. · arXiv (Cornell University) · 2018 · 359 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Adversarially Robust Generalization Requires More Data

Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2018 · 282 citations

How Does Batch Normalization Help Optimization?

Shibani Santurkar, Dimitris Tsipras, Andrew Ilyas et al. · arXiv (Cornell University) · 2018 · 229 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16