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Bridging deep and kernel methods
dc.contributor.author | Belanche Muñoz, Luis Antonio |
dc.contributor.author | Ruiz Costa-Jussà, Marta |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2018-03-09T10:46:12Z |
dc.date.issued | 2017 |
dc.identifier.citation | Belanche, Ll., Ruiz, M. Bridging deep and kernel methods. A: European Symposium on Artificial Neural Networks. "ESANN2017: 25th European Symposium on Artificial Neural Networks: Bruges, Belgium, April 26-27-28". 2017, p. 1-10. |
dc.identifier.uri | http://hdl.handle.net/2117/114983 |
dc.description.abstract | There has been some exciting major progress in recent years in data analysis methods, including a variety of deep learning architectures, as well as further advances in kernel-based learning methods, which have demonstrated predictive superiority. In this paper we provide a brief motivated survey of recent proposals to explicitly or implicitly combine kernel methods with the notion of deep learning networks. |
dc.format.extent | 10 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic |
dc.subject.lcsh | Machine learning |
dc.subject.lcsh | Neural networks (Computer science) |
dc.subject.lcsh | Quantitative research |
dc.title | Bridging deep and kernel methods |
dc.type | Conference report |
dc.subject.lemac | Aprenentatge automàtic |
dc.subject.lemac | Xarxes neuronals (Informàtica) |
dc.subject.lemac | Investigació quantitativa |
dc.contributor.group | Universitat Politècnica de Catalunya. SOCO - Soft Computing |
dc.contributor.group | Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla |
dc.description.peerreviewed | Peer Reviewed |
dc.rights.access | Open Access |
local.identifier.drac | 21166400 |
dc.description.version | Postprint (author's final draft) |
local.citation.author | Belanche, Ll.; Ruiz, M. |
local.citation.contributor | European Symposium on Artificial Neural Networks |
local.citation.publicationName | ESANN2017: 25th European Symposium on Artificial Neural Networks: Bruges, Belgium, April 26-27-28 |
local.citation.startingPage | 1 |
local.citation.endingPage | 10 |