"Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares."

Hastie, Trevor, Rahul Mazumder, Jason Lee, and Reza Zadeh. Journal of Machine Learning Research Vol. 16, No. 1 (2015): 3367-3402.

"Least Quantile Regression via Modern Optimization."

Bertsimas, Dimitris, and Rahul Mazumder. Annals of Statistics Vol. 42, No. 6 (2014): 2494-2525.

"Best Subset Selection via a Modern Optimization Lens ."

Dimitris Bertsimas, Angela King and Rahul Mazumder. In Proceedings of INFORMS Annual Meeting 2014, Catonsville, MD: November 2014.

"Assessing the Significance of Global and Local Correlations Under Spatial Autocorrelation: A Nonparametric Approach."

Viladomat, Julia, Rahul Mazumder, Alex McInturff, Douglas J. McCauley and Trevor Hastie. Biometrics Vol. 70, No. 2 (2014): 409-418.

"AdaBoost and Forward Stagewise Regression are First-Order Convex Optimization Methods."

Freund, Robert M., Paul Grigas, and Rahul Mazumder, Working Paper. March 2014.

"Non-negative Matrix Completion for Bandwidth Extension: A Convex Optimization Approach."

D.L. Sun and Rahul Mazumder. In Proceedings of MLSP2013, edited by Anthony TS Ho, Asoke Nandi, Jan Larsen, Paris Smaragdis, and Saeid Sanei. Piscataway, NJ: December 2013.