"Hierarchical Modeling and Shrinkage for User Session Length Prediction in Media Streaming."

Antoine Dedieu, Rahul Mazumder, Zhen Zhu, and Hossein Vahabi. In Proceedings of the 27th International Conference on Information and Knowledge (CKIM 2018), Turin, Italy: October 2018.

"Flexible Low-rank Statistical Modeling with Missing Data and Side Information."

Fithian, William, and Rahul Mazumder. Statistical Science Vol. 33, No. 2 (2018): 238-260. arXiv Preprint.

"A New Perspective on Boosting in Linear Regression via Subgradient Optimization and Relatives."

Freund, Robert M., Paul Grigas, and Rahul Mazumder. Annals of Statistics Vol. 45, No. 6 (2017): 2328-2364.

"Certifiably Optimal Low Rank Factor Analysis."

Bertsimas, Dimitris, Martin S. Copenhaver, and Rahul Mazumder. Journal of Machine Learning Research Vol. 18, No. 29 (2017): 1-53.

"An Extended Frank-Wolfe Method with 'In-Face' Directions, and its Application to Low-Rank Matrix Completion."

Freund, Robert M., Paul Grigas, and Rahul Mazumder. SIAM Journal on Optimization Vol. 27, No. 1 (2017): 319-346. Working Paper.

"Best Subset Selection via a Modern Optimization Lens."

Bertsimas, Dimitris, Angela King, and Rahul Mazumder. The Annals of Statistics Vol. 44, No. 2 (2016): 813-852.