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Cross-covariance based affinity for graphs

The accuracy of graph based learning techniques relies on the underlying topological structure and affinity between data points, which are assumed to lie on a smooth Riemannian manifold. However, the assumption of local linearity in a neighborhood does not always hold true. Hence, the Euclidean dist...

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Detalles Bibliográficos
Autores principales: Yadav, Rakesh Kumar, Abhishek, Verma, Shekhar, Venkatesan, S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7677445/
https://www.ncbi.nlm.nih.gov/pubmed/34764570
http://dx.doi.org/10.1007/s10489-020-01986-9