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Machine learning friendly set version of Johnson–Lindenstrauss lemma

Mieczysław A. Kłopotek (Institute of Computer Science, Polish Academy of Sciences)

Knowledge and Information Systems

DOI: 10.1007/s10115-019-01412-8 (Computer Science)

License: CC BY

Abstract: Abstract The widely discussed and applied Johnson–Lindenstrauss (JL) Lemma has an existential form saying that for each set of data points Q in n-dimensional space, there exists a transformation f into an $$n'$$ n′ -dimensional space ( $$n' n′

Published on 14 Oct. 2019