| dc.contributor.advisor | Tomaso Poggio | |
| dc.contributor.author | Mroueh, Youssef | en_US |
| dc.contributor.author | Poggio, Tomaso | en_US |
| dc.contributor.author | Rosasco, Lorenzo | en_US |
| dc.contributor.other | Center for Biological and Computational Learning (CBCL) | en_US |
| dc.date.accessioned | 2011-06-03T15:15:06Z | |
| dc.date.available | 2011-06-03T15:15:06Z | |
| dc.date.issued | 2011-06-03 | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/63175 | |
| dc.description.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. | en_US |
| dc.description.sponsorship | This research was sponsored by grants from DARPA (IPTO and DSO), National Science Foundation (NSF-0640097, NSF-0827427), AFSOR-THRL (FA8650-05-C-7262) Additional support was provided by: Adobe, Honda Research Institute USA, King Abdullah University Science and Technology grant to B. DeVore, NEC, Sony and especially by the Eugene McDermott Foundation | en_US |
| dc.format.extent | 5 p. | en_US |
| dc.relation.ispartofseries | MIT-CSAIL-TR-2011-029 | |
| dc.relation.ispartofseries | CBCL-299 | |
| dc.subject | computational learning | en_US |
| dc.subject | classification | en_US |
| dc.title | Regularization Predicts While Discovering Taxonomy | en_US |
| dc.language.rfc3066 | en-US | |
