Publications

2011

• High dimensional covariance estimation by minimizing l1-penalized log-determinant divergence (pdf, software)
  P. Ravikumar, M. Wainwright, B. Yu, G. Raskutti.
  Electronic Journal of Statistics (EJS) 5, pp. 935-980, 2011.

2008

• Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of l1-Regularized MLE (pdf, software)
  P. Ravikumar, G. Raskutti, M. Wainwright, B. Yu.
  In Neural Information Processing Systems (NIPS), December 2008.