Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data.

Mirkes, Evgeny M; Bac, Jonathan; Fouché, Aziz; Stasenko, Sergey V; Zinovyev, Andrei; Gorban, Alexander N

Mirkes, Evgeny M; Bac, Jonathan; Fouché, Aziz; Stasenko, Sergey V; Zinovyev, Andrei; Gorban, Alexander N.

Afiliación

Mirkes EM; School of Computing and Mathematical Sciences, University of Leicester, Leicester LE1 7RH, UK.
Bac J; Institut Curie, PSL Research University, 75005 Paris, France.
Fouché A; Institut National de la Santé et de la Recherche Médicale (INSERM), U900, 75012 Paris, France.
Stasenko SV; CBIO-Centre for Computational Biology, Mines ParisTech, PSL Research University, 75005 Paris, France.
Zinovyev A; Institut Curie, PSL Research University, 75005 Paris, France.
Gorban AN; Institut National de la Santé et de la Recherche Médicale (INSERM), U900, 75012 Paris, France.

Entropy (Basel) ; 25(1)2022 Dec 24.

Article en En | MEDLINE | ID: mdl-36673174

Palabras clave

domain adaptation; machine learning; out-of-distribution generalization; principal component analysis; single cell data analysis; transfer learning

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Texto completo: 1 Bases de datos: MEDLINE Idioma: En Revista: Entropy (Basel) Año: 2022 Tipo del documento: Article País de afiliación: Reino Unido

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Texto completo: 1 Bases de datos: MEDLINE Idioma: En Revista: Entropy (Basel) Año: 2022 Tipo del documento: Article País de afiliación: Reino Unido