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  Prior knowledge in support vector kernels

Schölkopf, B., Simard, P., Smola, A., & Vapnik, V. (1998). Prior knowledge in support vector kernels. In M. Jordan, M. Kearns, & S. Solla (Eds.), Advances in Neural Information Processing Systems 10 (pp. 640-646). Cambridge, MA, USA: MIT Press.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-E871-3 Version Permalink: http://hdl.handle.net/21.11116/0000-0005-DC38-5
Genre: Conference Paper

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 Creators:
Schölkopf, B1, 2, Author              
Simard, P, Author
Smola, AJ, Author              
Vapnik, V, Author              
Affiliations:
1Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              
2Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497797              

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 Abstract: We explore methods for incorporating prior knowledge about a problem at hand in Support Vector learning machines. We show that both invari-ances under group transfonnations and prior knowledge about locality in images can be incorporated by constructing appropriate kernel functions.

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 Dates: 1998-06
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: 798
 Degree: -

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Title: Eleventh Annual Conference on Neural Information Processing (NIPS 1997)
Place of Event: Denver, CO, USA
Start-/End Date: 1997-12-01 - 1997-12-06

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Source 1

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Title: Advances in Neural Information Processing Systems 10
Source Genre: Proceedings
 Creator(s):
Jordan, MI, Editor
Kearns, MJ, Editor
Solla, SA, Editor
Affiliations:
-
Publ. Info: Cambridge, MA, USA : MIT Press
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 640 - 646 Identifier: ISBN: 0-262-10076-2

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Title: A Bradford Book
Source Genre: Series
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Publ. Info: -
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: - Identifier: -