A Result of Vapnik with Applications
A Result of Vapnik with Applications
A new proof of a result due to Vapnik is given. Its implications for the theory of PAC learnability are discussed, with particular reference to the learnability of functions taking values in a countable set. An application to the theory of artificial neural networks is then given.
207-217
Anthony, M.
44cc9b8c-f199-4df9-a6c5-8b4a37c238b2
Shawe-Taylor, J.
c32d0ee4-b422-491f-8c28-78663851d6db
December 1993
Anthony, M.
44cc9b8c-f199-4df9-a6c5-8b4a37c238b2
Shawe-Taylor, J.
c32d0ee4-b422-491f-8c28-78663851d6db
Anthony, M. and Shawe-Taylor, J.
(1993)
A Result of Vapnik with Applications.
Discrete Applied Mathematics, 47 (3), .
Abstract
A new proof of a result due to Vapnik is given. Its implications for the theory of PAC learnability are discussed, with particular reference to the learnability of functions taking values in a countable set. An application to the theory of artificial neural networks is then given.
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Published date: December 1993
Organisations:
Electronics & Computer Science
Identifiers
Local EPrints ID: 259817
URI: http://eprints.soton.ac.uk/id/eprint/259817
ISSN: 0166-218X
PURE UUID: cb3fcc9b-9703-480c-ab54-baabcbc7d208
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Date deposited: 24 Aug 2004
Last modified: 10 Dec 2021 21:06
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Contributors
Author:
M. Anthony
Author:
J. Shawe-Taylor
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