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Nonparametric Bayes Classification and Hypothesis Testing on Manifolds
Our first focus is prediction of a categorical response variable using features that lie on a general manifold. For example, the manifold may correspond to the surface of a hypersphere. We propose a general kernel mixture model for the joint distribution of the response and predictors, with the kern...
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| Main Authors: | , |
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| Format: | Artigo |
| Language: | Inglês |
| Published: |
2012
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3384705/ https://ncbi.nlm.nih.gov/pubmed/22754028 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2012.02.020 |
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