Computational Implications of Reducing Data to Sufficient Statistics

12 September 2014

Papers citing "Computational Implications of Reducing Data to Sufficient Statistics"

6 / 6 papers shown

Title
Hardness of parameter estimation in graphical models Guy Bresler D. Gamarnik Devavrat Shah 39 32 0 12 Sep 2014
Entropy, Optimization and Counting Mohit Singh Nisheeth K. Vishnoi 65 86 0 30 Apr 2013
High-dimensional structure estimation in Ising models: Local separation criterion Anima Anandkumar Vincent Y. F. Tan Furong Huang A. Willsky 141 114 0 08 Jul 2011
$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 217 957 0 02 Oct 2010
Which graphical models are difficult to learn? Andrea Montanari J. A. Pereira 72 90 0 30 Oct 2009
Reconstruction of Markov Random Fields from Samples: Some Easy Observations and Algorithms Guy Bresler Elchanan Mossel Allan Sly 88 158 0 10 Dec 2007