Mining events with declassified diplomatic documents

by Mazumder, Rahul
Published 2021

Randomized gradient boosting machine

by Mazumder, Rahul
Published 2021

Learning Hierarchical Interactions at Scale: A Convex Optimization Approach

by Hazimeh, Hussein, Mazumder, Rahul
Published 2021

The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization

by Mazumder, Rahul, Radchenko, Peter
Published 2019

Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms

by Hazimeh, Hussein, Mazumder, Rahul
Published 2021

Linear regression with partially mismatched data: local search with theoretical guarantees

by Mazumder, Rahul, Wang, Haoyue
Published 2022

The graphical lasso: New insights and alternatives

by Mazumder, Rahul, Hastie, Trevor
Published 2013

Flexible Low-Rank Statistical Modeling with Missing Data and Side Information

by Fithian, William, Mazumder, Rahul
Published 2019

Least quantile regression via modern optimization

by Mazumder, Rahul, Bertsimas, Dimitris J.
Published 2015

Integration of survival data from multiple studies

by Ventz, Steffen, Mazumder, Rahul, Trippa, Lorenzo
Published 2022

Sparse regression at scale: branch-and-bound rooted in first-order optimization

by Hazimeh, Hussein, Mazumder, Rahul, Saab, Ali
Published 2022

Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives

by Dedieu, Antoine, Hazimeh, Hussein, Mazumder, Rahul
Published 2022

Subset Selection with Shrinkage: Sparse Linear Modeling When the SNR Is Low

by Mazumder, Rahul, Radchenko, Peter, Dedieu, Antoine
Published 2022

Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA

by Dey, Santanu S, Mazumder, Rahul, Wang, Guanyi
Published 2022

Best subset selection via a modern optimization lens

by Bertsimas, Dimitris J, King, Angela, Mazumder, Rahul
Published 2017

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

by Grigas, Paul, Freund, Robert Michael, Mazumder, Rahul
Published 2018

A Computational Framework for Multivariate Convex Regression and Its Variants

by Choudhury, Arkopal, Iyengar, Garud, Sen, Bodhisattva, Mazumder, Rahul
Published 2019

ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications

by Basu, Kinjal, Ghoting, Amol, Mazumder, Rahul, Pan, Yao
Published 2022

Hierarchical Modeling and Shrinkage for User Session LengthPrediction in Media Streaming

by Zhu, Zhen, Vahabi, Hossein, Dedieu, Antoine, Mazumder, Rahul
Published 2019

The Tree Ensemble Layer: Differentiability meets Conditional Computation

by Hazimeh, Hussein, Ponomareva, Natalia, Mol, Petros, Tan, Zhenyu, Mazumder, Rahul
Published 2022