Quadric Hypersurface Intersection for Manifold Learning in Feature Space

The knowledge that data lies close to a particular submanifold of the ambient Euclidean space may be useful in a number of ways. For instance, one may want to automatically mark any point far away from the submanifold as an outlier or to use the geometry to come up with a better distance metric. Man...

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Bibliographische Detailangaben

Hauptverfasser:	Pavutnitskiy, Fedor, Ivanov, Sergei O, Abramov, Evgeny, Borovitskiy, Viacheslav, Klochkov, Artem, Vialov, Viktor, Zaikovskii, Anatolii, Petiushko, Aleksandr
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Statistics - Machine Learning
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