Algebraic statistics for random graph models: Markov bases and their uses
Graphical Models and message-passing algorithms
Poster Spotlights 2
Variance Approximation in Large-Scale Gaussian Markov Random Fields
Scalable Learning of Graphical Models
Bayesian Methods
Bayesian Inference
Graphical models
Graphical models
Mining User Web Search Activity with Layered Bayesian Networks or How to Capture a Click in its Context