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01/19/2022
Tensor Ranks for the Pedestrian for Dimension Reduction and Disentangling Interactions
A tensor is a multi-way array that can represent, in addition to a data ...
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11/08/2021
Extension of Correspondence Analysis to multiway data-sets through High Order SVD: a geometric framework
This paper presents an extension of Correspondence Analysis (CA) to tens...
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10/18/2018
Nonlinear Mapping and Distance Geometry
Distance Geometry Problem (DGP) and Nonlinear Mapping (NLM) are two well...
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03/06/2018
A geometric view of Biodiversity: scaling to metagenomics
We have designed a new efficient dimensionality reduction algorithm in o...
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06/29/2015