Rahul Mazumder

Available identifiers

zbMath Open mazumder.rahulMaRDI QIDQ282478

List of research outcomes

Publication	Date of Publication	Type
Subset Selection with Shrinkage: Sparse Linear Modeling When the SNR Is Low	2024-02-26	Paper
Integration of survival data from multiple studies	2023-10-30	Paper
Linear programming using diagonal linear networks	2023-10-03	Paper
Grouped variable selection with discrete optimization: computational and statistical perspectives	2023-05-10	Paper
Linear regression with partially mismatched data: local search with theoretical guarantees	2023-03-14	Paper
A Cyclic Coordinate Descent Method for Convex Optimization on Polytopes	2023-03-14	Paper
Frank--Wolfe Methods with an Unbounded Feasible Region and Applications to Structured Learning	2022-12-09	Paper
A Light-speed Linear Program Solver for Personalized Recommendation with Diversity Constraints	2022-11-22	Paper
Sparse regression at scale: branch-and-bound rooted in first-order optimization	2022-11-14	Paper
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA	2022-08-05	Paper
Mining events with declassified diplomatic documents	2022-03-03	Paper
Linear regression with mismatched data: a provably optimal local search algorithm	2021-12-21	Paper
https://portal.mardi4nfdi.de/entity/Q5159402	2021-10-27	Paper
Linear regression with partially mismatched data: local search with theoretical guarantees	2021-06-03	Paper
Discussion of ``Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons	2021-02-08	Paper
Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms	2021-01-19	Paper
Frank-Wolfe Methods with an Unbounded Feasible Region and Applications to Structured Learning	2020-12-30	Paper
Randomized Gradient Boosting Machine	2020-10-08	Paper
Matrix completion with nonconvex regularization: spectral operators and scalable algorithms	2020-08-27	Paper
Computing the degrees of freedom of rank-regularized estimators and cousins	2020-05-13	Paper
Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives	2020-01-17	Paper
A Computational Framework for Multivariate Convex Regression and Its Variants	2019-08-19	Paper
Computation of the maximum likelihood estimator in low-rank factor analysis	2019-06-26	Paper
Flexible low-rank statistical modeling with missing data and side information	2018-10-18	Paper
A new perspective on boosting in linear regression via subgradient optimization and relatives	2018-02-14	Paper
Sparse principal component analysis and its $l_1$-relaxation	2017-12-03	Paper
Certifiably Optimal Low Rank Factor Analysis	2017-09-27	Paper
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization	2017-08-25	Paper
An Extended Frank--Wolfe Method with “In-Face” Directions, and Its Application to Low-Rank Matrix Completion	2017-03-10	Paper
Best subset selection via a modern optimization lens	2016-05-12	Paper
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares	2016-02-19	Paper
Least quantile regression via modern optimization	2015-01-06	Paper
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares	2014-10-09	Paper
Assessing the significance of global and local correlations under spatial autocorrelation: A nonparametric approach	2014-07-22	Paper
https://portal.mardi4nfdi.de/entity/Q5405145	2014-04-01	Paper
The graphical lasso: new insights and alternatives	2013-05-28	Paper
https://portal.mardi4nfdi.de/entity/Q2896145	2012-07-13	Paper
SparseNet: Coordinate Descent With Nonconvex Penalties	2012-01-18	Paper
Modeling item-item similarities for personalized recommendations on Yahoo! front page	2011-12-14	Paper
Fluid flow pattern analysis in a trough region: a nonparametric approach	2008-10-28	Paper

Research outcomes over time

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