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Learning with Tree-averaged Densities and Distributions

Learning with Tree-averaged Densities and Distributions. Sergey Kirshner Alberta Ingenuity Centre for Machine Learning, Department of Computing Science, University of Alberta, Canada. NIPS 2007 Poster W12. December 5, 2007. Overview. Want to fit density to complete multivariate data

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305 views • 23 slides

Direct Approach to Cluster Variation Method in Graphs with Discrete Nodes

Direct Approach to Cluster Variation Method in Graphs with Discrete Nodes. Michal Rosen-Zvi Computer Science Division, UC Berkeley Michael I. Jordan Computer Science Division and the Statistics Department, UC Berkeley. Outline. Introduction The exponential family distributions

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295 views • 21 slides

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Marginals - PowerPoint PPT Presentation

Learning with Tree-averaged Densities and Distributions

Direct Approach to Cluster Variation Method in Graphs with Discrete Nodes