Regularization Predicts While Discovering Taxonomy

Mroueh Y., Poggio T., Rosasco L.,

CSAIL Technical Report , MIT-CSAIL-TR-2011-029/CBCL-299 , Massachusetts Institute of Technology, Cambridge, MA , June 30, 2011

MIT-CSAIL-TR-2011-029/CBCL-299

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.

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