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  Joint Regularization

Borgwardt, K., Guttman O, Vishwanathan, S., & Smola, A. (2005). Joint Regularization. In 13th European Symposium on Artificial Neural Networks (ESANN 2005) (pp. 455-460). Evere, Belgium: d-side.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-D5D1-6 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-D5D2-4
Genre: Conference Paper

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 Creators:
Borgwardt, KM1, Author           
Guttman O, Vishwanathan, SVN, Author
Smola, AJ1, Author           
Verleysen, M., Editor
Affiliations:
1Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              

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 Abstract: We present a principled method to combine kernels under joint regularization constraints. Central to our method is an extension of the representer theorem for handling multiple joint regularization constraints. Experimental evidence shows the feasibility of our approach.

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 Dates: 2005-04
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: ISBN: 2-930307-05-6
URI: http://www.informatik.uni-trier.de/~ley/db/conf/esann/esann2005.html
BibTex Citekey: BorgwardtGVS2005
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Title: 13th European Symposium on Artificial Neural Networks (ESANN 2005)
Place of Event: Brugge, Belgium
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Title: 13th European Symposium on Artificial Neural Networks (ESANN 2005)
Source Genre: Proceedings
 Creator(s):
Affiliations:
Publ. Info: Evere, Belgium : d-side
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 455 - 460 Identifier: -