Optimizing Edge Weights for Distributed Inference with Gaussian Belief Propagation

Author:

Halloran BrendanORCID,Premaratne Prashan,Vial Peter James

Publisher

Springer International Publishing

Reference28 articles.

1. Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, 2nd edn. Morgan Kaufmann, San Francisco (1988)

2. Pearl, J.: Fusion, propagation, and structuring in belief networks. Artif. Intell. 29(3), 241–288 (1986)

3. Weiss, Y., Freeman, W.T.: Correctness of belief propagation in Gaussian graphical models of arbitrary topology. In: Advances in Neural Information Processing Systems, pp. 673–679 (2000)

4. Bickson, D.: Gaussian belief propagation: theory and application. arXiv preprint arXiv:0811.2518 (2008)

5. Yedidia, J.S., Freeman, W.T., Weiss, Y.: Generalized belief propagation. In: Advances in Neural Information Processing Systems, pp. 689–695 (2001)

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