Exact Inference on Gaussian Graphical Models of Arbitrary Topology using
Path-Sums

Exact Inference on Gaussian Graphical Models of Arbitrary Topology using Path-Sums

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We present the path-sum formulation for exact statistical inference of marginals on Gaussian graphical models of arbitrary topology. The path-sum formulation gives the covariance between each pair of variables as a branched continued fraction of finite depth and breadth. Our method originates from t...

書目詳細資料
Main Authors:	Giscard, P, Choo, Z, Thwaite, S, Jaksch, D
格式:	Journal article
出版:	2014

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