Concepedia

Rahul Mazumder

RM

30

Publications

2.8K

Citations

18

H-Index

2010

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Stanford University

Columbia University

The University of Sydney

Rahul Mazumder is an author at Massachusetts Institute of Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceMathematical ProgrammingInverse ProblemsStatistical InferenceStatisticsData MiningLinear Programming

Publications per year

2010–2023

30

Publications

30

Spectral Regularization Algorithms for Learning Large Incomplete Matrices.

Rahul Mazumder, Trevor Hastie, Robert Tibshirani · PubMed · 2010 · 975 citations

Spectral Theory, Mathematical Programming, Computational Science +15

<i>SparseNet</i>: Coordinate Descent With Nonconvex Penalties

Rahul Mazumder, Jerome H. Friedman, Trevor Hastie · Journal of the American Statistical Association · 2011 · 466 citations · Full text

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

Trevor Hastie, Rahul Mazumder, Jason Lee et al. · arXiv (Cornell University) · 2014 · 307 citations · Full text

Cluster Computing, Engineering, Machine Learning +20

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

Trevor Hastie, Rahul Mazumder, Jason D. Lee · PubMed · 2015 · 220 citations · Full text

Exact covariance thresholding into connected components for large-scale Graphical Lasso

Rahul Mazumder, Trevor Hastie · arXiv (Cornell University) · 2011 · 122 citations · Full text

Graph Sparsity, Engineering, Machine Learning +19

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