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A rotation based regularization method for semi-supervised learning

In manifold learning, the intrinsic geometry of the manifold is explored and preserved by identifying the optimal local neighborhood around each observation. It is well known that when a Riemannian manifold is unfolded correctly, the observations lying spatially near to the manifold, should remain n...

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Detalles Bibliográficos
Autores principales: Shukla, Prashant, Abhishek, Verma, Shekhar, Kumar, Manish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781196/
https://www.ncbi.nlm.nih.gov/pubmed/33424433
http://dx.doi.org/10.1007/s10044-020-00947-9