Electronic Journal of Statistics

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

Pradeep Ravikumar, Martin J. Wainwright, Garvesh Raskutti et al. · 2011 · 793 citations · Full text

Computing, Computer Science, Mathematics +16

On the conditions used to prove oracle results for the Lasso

Sara A. van de Geer, Peter Bühlmann · 2009 · 719 citations · Full text

Natural Sciences, Mathematics, Design Optimization +11

Discrete temporal models of social networks

Steve Hanneke, Wenjie Fu, Eric P. Xing · 2010 · 583 citations · Full text

Engineering, Biology, Gene Regulatory Networks +16

Sparse permutation invariant covariance estimation

2008 · 561 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +15

The lasso problem and uniqueness

Ryan J. Tibshirani · 2013 · 521 citations · Full text

Natural Sciences, Mathematics, Discrete Mathematics +14