Nonuniform Dynamic Discretization in Hybrid Networks (1997)

by Alexander Kozlov , Daphne Koller
Venue:In Proc. UAI
Citations:64 - 3 self

Documents Related by Co-Citation

1290 Local computation with probabilities on graphical structures and their application to expert systems – - 1988
157 Approaches to general probabilistic inference on belief networks – - 1990
74 A general algorithm for approximate inference and its applciation to hybrid bayes nets – - 1998
140 Propagation of Probabilities, Means and Variances in Mixed Graphical Association Models – - 1992
7074 Probabilistic Reasoning in Intelligent Systems – - 1988
43 A variational approximation for Bayesian networks with discrete and continuous latent variables – - 1999
911 An introduction to Bayesian networks – - 1996
42 Mixtures of truncated exponentials in hybrid bayesian networks – - 2001
61 Stable Local Computation with Conditional Gaussian Distributions – - 1999
59 Axioms for Probability and Belief Function Propagation – - 1990
8143 Maximum likelihood from incomplete data via the EM algorithm – - 1977
1250 On information and sufficiency – - 1951
1109 Graphical Models – - 1996
3738 Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images – - 1984
254 Approximating probabilistic inference in Bayesian belief networks is NP-hard – - 1991
22 Using Bayesian belief networks to predict the reliability of military vehicles – - 2001
16 Inference in Hybrid Bayesian Networks with Mixtures of Truncated Exponentials – - 2003
144 Bayesian updating in recursive graphical models by local computation – - 1990
11 Learning hybrid Bayesian networks from data – - 1998