Rahul Mazumder
LinkedIn (United States)(US)Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Statistical Methods and Inference, Machine Learning and Algorithms, Face and Expression Recognition, Machine Learning and Data Classification
Most-Cited Works
- Spectral Regularization Algorithms for Learning Large Incomplete Matrices.(2010)
- → SparseNet: Coordinate Descent With Nonconvex Penalties(2011)471 cited
- → Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares(2014)307 cited
- Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares.(2015)
- → Exact covariance thresholding into connected components for large-scale Graphical Lasso(2011)122 cited
- Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso.(2012)
- → A Computational Framework for Multivariate Convex Regression and Its Variants(2018)69 cited
- → Best subset selection via a modern optimization lens(2016)59 cited