- Mixed Linear Regression with Multiple Components (pdf, software)
K. Zhong, P. Jain, I. Dhillon.
In Neural Information Processing Systems (NIPS), 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. - 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) - Efficient Matrix Sensing Using Rank-1 Gaussian Measurements (pdf, software)
K. Zhong, P. Jain, I. Dhillon.
In International Conference on Algorithmic Learning Theory (ALT), pp. 3-18, October 2015. - Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs (pdf, poster, software, code)
D. Inouye, P. Ravikumar, I. Dhillon.
In Neural Information Processing Systems (NIPS), pp. 3158-3166, December 2014. - Designing Structured Tight Frames Via an Alternating Projection Method (pdf, software)
J. Tropp, I. Dhillon, R. Jr., T. Strohmer.
IEEE Transactions on Information Theory 51(1), pp. 188-209, January 2005. - CDMA Signature Sequences with Low Peak-To-Average Ratio via Alternating Projection (pdf, software)
J. Tropp, I. Dhillon, R. Jr., T. Strohmer.
In IEEE Asilomar Conference on Signals, Systems, and Computers, pp. 475-479, November 2003.