Sharp oracle inequalities and slope heuristic for specification probabilities estimation in discrete random fields

13 June 2011

Papers citing "Sharp oracle inequalities and slope heuristic for specification probabilities estimation in discrete random fields"

8 / 8 papers shown

Title
The Slope Heuristics in Heteroscedastic Regression Adrien Saumard 154 8 0 06 Apr 2011
An Oracle Approach for Interaction Neighborhood Estimation in Random Fields M. Lerasle D. Takahashi 88 5 0 22 Oct 2010
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 274 957 0 02 Oct 2010
Optimal model selection for density estimation of stationary data under various mixing conditions M. Lerasle 144 19 0 08 Nov 2009
Which graphical models are difficult to learn? Andrea Montanari J. A. Pereira 93 90 0 30 Oct 2009
Optimal model selection in density estimation M. Lerasle 110 46 0 09 Oct 2009
Data-driven calibration of linear estimators with minimal penalties Sylvain Arlot Francis R. Bach 136 61 0 10 Sep 2009
Adaptive estimation of stationary Gaussian fields Nicolas Verzelen 71 18 0 15 Jan 2009