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Summary: Infinite Ensemble Learning with Support Vector
Machines
Thesis by
Hsuan-Tien Lin
In Partial Fulfillment of the Requirements
for the Degree of
Master of Science
California Institute of Technology
Pasadena, California
2005
(Submitted May 18, 2005)
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c 2005
Hsuan-Tien Lin
All Rights Reserved
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Acknowledgements
I am very grateful to my advisor, Professor Yaser S. Abu-Mostafa, for his help, sup-
port, and guidance throughout my research and studies. It has been a privilege to
work in the free and easy atmosphere that he provides for the Learning Systems
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