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Learning with Kernels

Published on Feb 25, 200713548 Views

The Course on Learning with Kernels covers * Elements of Statistical Learning Theory * Kernels and feature spaces * Support vector algorithms and other kernel methods * Applications

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Chapter list

Learning with Kernels00:00
Roadmap05:55
Roadmap of Today06:12
Learning and Similarity: some Informal Thoughts06:21
Similarity of Inputs07:58
An Example of a Kernel Algorithm10:31
An Example of a Kernel Algorithm, ctd. [56]13:59