Distribution of statistics of hidden state sequences through the sum-product algorithm

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户:Nibel
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  We compute exact distributions of statistivs of hidden state sequences in gene ral settings.Distributions are computed for undirected and directed graphical models that are represented using conditional random fields and factor graphs.The methods discussed are relevant for graphs with a sparseness of edges that allows exact computation of the normalizing constant.
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