Publications

2016

• Structured Sparse Regression via Greedy Hard Thresholding (pdf, arXiv, software)
  P. Jain, N. Rao, I. Dhillon.
  In Neural Information Processing Systems (NIPS), pp. 1516-1524, December 2016.
• Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction (pdf, software, code)
  H. Yu, N. Rao, I. Dhillon.
  In Neural Information Processing Systems (NIPS), pp. 847-855, December 2016.
• Goal-Directed Inductive Matrix Completion (pdf, slides, software)
  S. Si, K. Chiang, C. Hsieh, N. Rao, I. Dhillon.
  In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 1165–1174, August 2016. (Oral)

2015

• PU Matrix Completion with Graph Information
  N. Natarajan, N. Rao, I. Dhillon.
  International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), December 2015.
• Collaborative Filtering with Graph Information: Consistency and Scalable Methods (pdf, software, code)
  N. Rao, H. Yu, P. Ravikumar, I. Dhillon.
  In Neural Information Processing Systems (NIPS), pp. 2098–2106, December 2015. (Spotlight)