Publications

2019

• Discrete adversarial attacks and submodular optimization with applications to text classification (pdf, software)
  Q. Lei, L. Wu, P. Chen, A. Dimakis, I. Dhillon, M. Witbrock.
  In The Conference on Systems and Machine Learning (SysML), April 2019. (Oral)
• Inverting Deep Generative models, One layer at a time (pdf, software)
  Q. Lei, A. Jalal, I. Dhillon, A. Dimakis.
  To appear in Neural Information Processing Systems (NIPS), 2019.
• Primal-Dual Block Frank-Wolfe (pdf, software)
  Q. Lei, J. Zhuo, I. Dhillon, C. Caramanis, A. Dimakis.
  To appear in Neural Information Processing Systems (NIPS), 2019.