Kernel Methods: the Emergence of a Well-founded Machine Learning

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• John Shawe-Taylor, Professor and Director of the UCL Centre for Computational Statistics and Machine Learning
• Wednesday 18 May 2011, 14:15-15:15
• Lecture Theatre 1, Computer Laboratory.

If you have a question about this talk, please contact Stephen Clark.

We review the background and basis for an approach to machine learning known as kernel methods that has transformed the field over the last 20 years. After introducing the example of support vector machines, we consider kernel principal components analysis and extensions to two view learning.

This talk is part of the Wednesday Seminars - Department of Computer Science and Technology series.

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