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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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Vydáno v:Appl Intell (Dordr)
Hlavní autoři: Yadav, Rakesh Kumar, Abhishek, Verma, Shekhar, Venkatesan, S
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer US 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7677445/
https://ncbi.nlm.nih.gov/pubmed/34764570
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10489-020-01986-9
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