Compressed Sensing

• Robust Principal Component Analysis with Side Information (pdf, software)
  K. Chiang, C. Hsieh, I. Dhillon.
  In International Conference on Machine Learning (ICML), pp. 2291–2299, June 2016.
• Orthogonal Matching Pursuit with Replacement (pdf, software)
  P. Jain, A. Tewari, I. Dhillon.
  In Neural Information Processing Systems (NIPS), December 2011.