Regularization Predicts While Discovering Taxonomy

Author(s)
Mroueh, Youssef; Poggio, Tomaso; Rosasco, Lorenzo
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Center for Biological and Computational Learning (CBCL)
Advisor
Tomaso Poggio
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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.
Date issued
2011-06-03
URI
http://hdl.handle.net/1721.1/63175
Series/Report no.
MIT-CSAIL-TR-2011-029CBCL-299
Keywords
computational learning, classification
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