Regularization Predicts While Discovering Taxonomy

Regularization Predicts While Discovering Taxonomy

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.

Bibliographic Details
Main Authors: Mroueh, Youssef, Poggio, Tomaso, Rosasco, Lorenzo
Other Authors: Tomaso Poggio
Language:en-US
Published: 2011
Subjects:
computational learning
classification
Online Access:http://hdl.handle.net/1721.1/63175

Internet

http://hdl.handle.net/1721.1/63175

Similar Items