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» Forest Density Estimation

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AAAI
2007

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Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning

15 years 2 months ago

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The problem of locating motifs in real-valued, multivariate time series data involves the discovery of sets of recurring patterns embedded in the time series. Each set is composed...

David Minnen, Charles Lee Isbell Jr., Irfan A. Ess...

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100

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NECO
2002

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Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities

14 years 11 months ago

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In this work, we discuss practical methods for the assessment, comparison, and selection of complex hierarchical Bayesian models. A natural way to assess the goodness of the model...

Aki Vehtari, Jouko Lampinen

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200

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ACML
2009
Springer

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Density Ratio Estimation: A New Versatile Tool for Machine Learning

15 years 6 months ago

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Masashi Sugiyama

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