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The random projection method

Random projection is a simple geometric technique for reducing the dimensionality of a set of points in Euclidean space while preserving pairwise distances approximately. The technique plays a key role in several breakthrough developments in the field of algorithms. In other cases, it provides elega...

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Detalles Bibliográficos
Autor principal: Vempala, Santosh S
Lenguaje:eng
Publicado: American Mathematical Society 2005
Materias:
Acceso en línea:http://cds.cern.ch/record/2279795