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Semi-Supervised Domain Adaptation with Non-Parametric Copulas

Published on Jan 14, 20134442 Views

A new framework based on the theory of copulas is proposed to address semi-supervised domain adaptation problems. The presented method factorizes any multivariate density into a product of marginal di

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Chapter list

Semi-Supervised Domain Adaptation with Non-Parametric Copulas00:00
Marginal Distributions for the Wine Quality Problem00:36
Some Pair-wise Interactions for the Wine Quality Problem01:08
Vine Distributions for Domain Adaptation01:40