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Regularization Predicts While Discovering Taxonomy

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Author(s)
Mroueh, Youssef
•
Poggio, Tomaso
•
Rosasco, Lorenzo
Advisor(s)
Tomaso Poggio
Date Issued
June 3, 2011
Series/Report no.
MIT-CSAIL-TR-2011-029
CBCL-299
Abstract
In this work we discuss a regularization framework to solve multi-category when the classes are described by an underlying class taxonomy. In particular we discuss how to learn the class taxonomy while learning a multi-category classifier.
Subjects
computational learning
classification
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