On the limitations of embedding methods

Mendelson, Shahar

Cultural advice

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On the limitations of embedding methods

Date

2005

Authors

Mendelson, Shahar

Publisher

Springer

Abstract

We show that for any class of functions H which has a reasonable combinatorial dimension, the vast majority of small subsets of the combinatorial cube can not be represented as a Lipschitz image of a subset of H, unless the Lipschitz constant is very larg

Keywords

Keywords: Classification (of information); Problem solving; Classification problems; Combinatorial dimension; Lipschitz image; Lipschitz loss; Embedded systems

URI

http://hdl.handle.net/1885/85311

Collections

ANU Research Publications

Source

Lecture Notes in Computer Science (LNCS)

Type

Journal article

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Cultural advice

On the limitations of embedding methods

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