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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
Kernel Methods: the Emergence of a Well-founded Machine Learning
- đ¤ Speaker: John Shawe-Taylor, Professor and Director of the UCL Centre for Computational Statistics and Machine Learning
- đ Date & Time: Wednesday 18 May 2011, 14:15 - 15:15
- đ Venue: Lecture Theatre 1, Computer Laboratory
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Stephen Clark
Abstract
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.
Series This talk is part of the Wednesday Seminars - Department of Computer Science and Technology series.
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