Regularization Predicts While Discovering Taxonomy
Author(s)Mroueh, Youssef; Poggio, Tomaso; Rosasco, Lorenzo
Center for Biological and Computational Learning (CBCL)
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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.
computational learning, classification