Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior

9 August 2014

Papers citing "Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior"

7 / 7 papers shown

Title
Variational Inference for Sparse and Undirected Models John Ingraham D. Marks 87 8 0 11 Feb 2016
Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms Iain Murray Zoubin Ghahramani 86 115 0 11 Jul 2012
MCMC for doubly-intractable distributions Iain Murray Zoubin Ghahramani D. MacKay 93 418 0 27 Jun 2012
MCMC using Hamiltonian dynamics Radford M. Neal 292 3,279 0 09 Jun 2012
$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
$High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression$ High-Dimensional Graphical Model Selection Using $\ell_1$ -Regularized Logistic Regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 305 177 0 26 Apr 2008
Reconstruction of Markov Random Fields from Samples: Some Easy Observations and Algorithms Guy Bresler Elchanan Mossel Allan Sly 101 159 0 10 Dec 2007