Sum–product graphical models |
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Authors: | Desana Mattia Schnörr Christoph |
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Affiliation: | 1.Heidelberg Collaboratory for Image Processing (HCI), Heidelberg University, Heidelberg, Germany ;2.Image and Pattern Analysis Group (IPA), Heidelberg University, Heidelberg, Germany ; |
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Abstract: | Machine Learning - This paper introduces a probabilistic architecture called sum–product graphical model (SPGM). SPGMs represent a class of probability distributions that combines, for the... |
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