Concepedia

Pradeep Ravikumar

PR

Statistics

Publications

15

Citations

1.8K

H-Index

13

Active since

2008

Affiliations

The University of Texas at Austin(Current)

University of California, Berkeley

IBM Research - Thomas J. Watson Research Center

Pradeep Ravikumar is an author at The University of Texas at Austin specializing in computer science, dimensionality reduction, and computing.

Publications per year

2008–2016

15

Publications

15

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 · 793 citations · Full text

Computing, Computer Science, Mathematics +16

Sparse Additive Models

Pradeep Ravikumar, John Lafferty, Han Liu et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2009 · 553 citations · Full text

Business, Biostatistics, Data Analytics +13

On Learning Discrete Graphical Models using Group-Sparse Regularization

Ali Jalali, Pradeep Ravikumar, Vishvas Vasuki et al. · 2011 · 75 citations

Computing, Computer Science, Discrete Mathematics +15

On Graphical Models via Univariate Exponential Family Distributions

Eunho Yang, Pradeep Ravikumar, Genevera I. Allen et al. · arXiv (Cornell University) · 2013 · 66 citations · Full text

Natural Sciences, Bioinformatics, Biostatistics +17

High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression

Pradeep Ravikumar, Martin J. Wainwright, John Lafferty · ArXiv.org · 2008 · 64 citations · Full text

Computing, Biostatistics, Computer Science +15

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