Concepedia

Garvesh Raskutti

GR

39

Publications

3.5K

Citations

23

H-Index

2007

Active since

Affiliations

University of Wisconsin–Madison(Current)

University of California, Berkeley

The University of Melbourne

Wisconsin Institutes for Discovery

University of Chicago

Garvesh Raskutti is an author at University of Wisconsin–Madison specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatistical InferenceStatisticsData ScienceMachine LearningComputer ScienceMathematical ProgrammingFunctional Data AnalysisPublic HealthEstimation Theory

Publications per year

2007–2021

39

Publications

39

High-dimensional covariance estimation by minimizing ℓ1-penalized log-determinant divergence

Pradeep Ravikumar, Martin J. Wainwright, Garvesh Raskutti et al. · Electronic Journal of Statistics · 2011 · 774 citations · Full text

Engineering, High-dimensional Method, Gaussian Process +10

Minimax Rates of Estimation for High-Dimensional Linear Regression Over $\ell_q$-Balls

Garvesh Raskutti, Martin J. Wainwright, Bin Yu · IEEE Transactions on Information Theory · 2011 · 477 citations

Engineering, High-dimensional Method, I Xmlns +10

Restricted Eigenvalue Properties for Correlated Gaussian Designs

Garvesh Raskutti, Martin J. Wainwright, Bin Yu · Journal of Machine Learning Research · 2010 · 404 citations

Spectral Theory, Mathematical Programming, Eigenvalue Conditions +15

The Stealth Media? Groups and Targets behind Divisive Issue Campaigns on Facebook

Young Mie Kim, Jordan Hsu, David Neiman et al. · Political Communication · 2018 · 261 citations

Minimax-optimal rates for sparse additive models over kernel classes via convex programming

Garvesh Raskutti, Martin J. Wainwright, Bin Yu · Journal of Machine Learning Research · 2012 · 220 citations

Mathematical Programming, Bounded Kernel Function, Engineering +21

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