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All publications by Garvesh Raskutti
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Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares
Garvesh Raskutti and Michael Mahoney
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring
Gunwoong Park and Garvesh Raskutti
Advances in Neural Information Processing Systems 28, 2015


Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness
Garvesh Raskutti, Bin Yu and Martin J. Wainwright
Advances in Neural Information Processing Systems 22, 2009


Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE
Garvesh Raskutti, Bin Yu, Martin J. Wainwright and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 21, 2008