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Exponential families and simplification of mixture models

13 years 1 months ago

Exponential families and simplification of mixture models

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Presentation of the exponential families, of the mixtures of such distributions and how to learn it. We then present algorithms to simplify mixture model, using Kullback-Leibler divergence and Fisher metric. See the attached extended abstract for more info.

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Bregman Divergence | Clustering | Exponential Family | Kernel Density Estimation | Mixture Models |

posted by schwander

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abstract.pdf	148.17 KB

Added	28 Feb 2011
Updated	28 Feb 2011
Authors	Olivier Schwander, Frank Nielsen
Attachments	1 file(s)

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