Reasoning about Independence in Probabilistic Models of Relational Data

18 February 2013

Papers citing "Reasoning about Independence in Probabilistic Models of Relational Data"

7 / 7 papers shown

Title
Causal Networks: Semantics and Expressiveness Thomas Verma Judea Pearl GNN 63 550 0 27 Mar 2013
Identifying Independencies in Causal Graphs with Feedback Judea Pearl R. Dechter CML 69 106 0 13 Feb 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 130 822 0 13 Feb 2013
Discriminative Probabilistic Models for Relational Data B. Taskar Pieter Abbeel D. Koller 61 823 0 12 Dec 2012
Modeling Discrete Interventional Data using Directed Cyclic Graphical Models Mark Schmidt Kevin P. Murphy 134 40 0 09 May 2012
A Logical Characterization of Constraint-Based Causal Discovery Tom Claassen Tom Heskes CML 78 39 0 14 Feb 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 96 465 0 29 Apr 2011