Inference Using Message Propagation and Topology Transformation in Vector Gaussian Continuous Networks

@inproceedings{Alag1996InferenceUM,
  title={Inference Using Message Propagation and Topology Transformation in Vector Gaussian Continuous Networks},
  author={Satnam Alag and Alice M. Agogino},
  booktitle={UAI},
  year={1996}
}
We extend continuous Gaussian networks directed acyclic graphs that encode probabilistic relationships between variables to its vector form. Vector Gaussian continuous networks consist of composite nodes representing multivariables, that take continuous values. These vector or composite nodes can represent correlations between parents, as opposed to… CONTINUE READING