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  Learning and inference with positive definite kernels

Schölkopf, B. (2010). Learning and inference with positive definite kernels. Talk presented at 34th Annual South African Symposium on Numerical and Applied Mathematics (SANUM 2010). Stellenbosch, South Africa. 2010-03-15 - 2010-03-17.

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Schölkopf, B1, 2, Author           
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1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Abstract: Kernel methods have become one of the most widely used techniques in the field of machine learning. I will present my thoughts on what made them popular and where things are heading. I will discuss some recent developments for two-sample and independence testing as well as applications in different domains.

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 Dates: 2010-03-15
 Publication Status: Published online
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Title: 34th Annual South African Symposium on Numerical and Applied Mathematics (SANUM 2010)
Place of Event: Stellenbosch, South Africa
Start-/End Date: 2010-03-15 - 2010-03-17
Invited: Yes

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Title: 34th Annual South African Symposium on Numerical and Applied Mathematics (SANUM 2010)
Source Genre: Proceedings
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Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 6 Identifier: -