Publications

2017

• Recovery Guarantees for One-hidden-layer Neural Networks (pdf, arXiv, software)
  K. Zhong, Z. Song, P. Jain, P. Bartlett, I. Dhillon.
  In International Conference on Machine Learning (ICML), pp. 4140-4149, August 2017. (Oral)

2012

• Information-theoretic lower bounds on the oracle complexity of convex optimization (pdf, software)
  A. Agarwal, P. Bartlett, P. Ravikumar, M. Wainwright.
  IEEE Transactions on Information Theory 58(5), pp. 3235-3249, 2012.