[Colloquium] Reminder: TTI-C Talk Today @ 3pm (Ding-Xuan Zhou)
Katherine Cumming
kcumming at tti-c.org
Wed Apr 13 08:44:25 CDT 2005
Learning Theory Program
Speaker: <http://www6.cityu.edu.hk/ma/people/dxzhou.html> Ding-Xuan
Zhou, City University of Hong Kong
Speaker's homepage: http://www6.cityu.edu.hk/ma/people/dxzhou.html
Time: Wednesday, April 13th @ 3:00pm
Location: TTI-C Conference Room
Title: Analysis of Learning Algorithms: Regression and Classification
Abstract:
Learning theory studies learning function relations from samples. In
this talk we shall discuss some learning algorithms for regression and
classification: from the classical method of empirical risk minimization
to regularization schemes with reproducing kernel Hilbert spaces. Some
error bounds for the least-square regression and support vector machine
classification will be presented.
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