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Out-of-Sample Embedding with Proximity Data: Projection versus Restricted Reconstruction

Trosset, Michael W. et al.
arXiv (All) · Papers
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computation
The problem of using proximity (similarity or dissimilarity) data for the purpose of "adding a point to a vector diagram" was first studied by J.C. Gower in 1968. Since then, a number of methods -- mostly kernel methods -- have been proposed for solving what has come to be called the problem of *out
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