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Tensor-tensor algebra for optimal representation and compression of multiway data

With the advent of machine learning and its overarching pervasiveness it is imperative to devise ways to represent large datasets efficiently while distilling intrinsic features necessary for subsequent analysis. The primary workhorse used in data dimensionality reduction and feature extraction has...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Kilmer, Misha E., Horesh, Lior, Avron, Haim, Newman, Elizabeth
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8285895/
https://ncbi.nlm.nih.gov/pubmed/34234014
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2015851118
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