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dc.contributor.author | de Curtò, J. | es_ES |
dc.contributor.author | de Zarzà, I. | es_ES |
dc.contributor.author | Yan, Hong | es_ES |
dc.contributor.author | Tavares De Araujo Cesariny Calafate, Carlos Miguel | es_ES |
dc.date.accessioned | 2023-07-21T18:05:11Z | |
dc.date.available | 2023-07-21T18:05:11Z | |
dc.date.issued | 2022-08 | es_ES |
dc.identifier.uri | http://hdl.handle.net/10251/195327 | |
dc.description.abstract | [EN] The library explores the applicability of the Hadamard as an input modulator for problems of classification. It introduces a framework in C++ to use kernel approximates in the mini-batch setting with Stochastic Gradient Descent. The algorithm requires to compute the product of matrices Walsh Hadamard. A free-standing cache friendly Fast Walsh Hadamard that achieves compelling speed is provided, as well as a lightweight efficient CPU implementation of the method for research and practical purposes alike. | es_ES |
dc.description.sponsorship | This work is supported by HK Innovation and Technology Commission, Hong Kong (InnoHK Project CIMDA) and HK Research Grants Council, Hong Kong (Project CityU 11204821). | es_ES |
dc.language | Inglés | es_ES |
dc.publisher | Elsevier B.V. | es_ES |
dc.relation.ispartof | Software Impacts | es_ES |
dc.rights | Reconocimiento (by) | es_ES |
dc.subject | Hadamard | es_ES |
dc.subject | Learning | es_ES |
dc.subject | Classification | es_ES |
dc.subject | SIMD | es_ES |
dc.subject | SGD | es_ES |
dc.subject | Drones | es_ES |
dc.subject.classification | ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES | es_ES |
dc.title | On the applicability of the Hadamard as an input modulator for problems of classification | es_ES |
dc.type | Artículo | es_ES |
dc.identifier.doi | 10.1016/j.simpa.2022.100325 | es_ES |
dc.relation.projectID | info:eu-repo/grantAgreement/RGC//11204821//Project CityU/ | es_ES |
dc.relation.projectID | info:eu-repo/grantAgreement/Innovation and Technology Commission - Hong Kong//Project CIMDA/ | es_ES |
dc.rights.accessRights | Abierto | es_ES |
dc.contributor.affiliation | Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica | es_ES |
dc.description.bibliographicCitation | De Curtò, J.; De Zarzà, I.; Yan, H.; Tavares De Araujo Cesariny Calafate, CM. (2022). On the applicability of the Hadamard as an input modulator for problems of classification. Software Impacts. 13C:1-3. https://doi.org/10.1016/j.simpa.2022.100325 | es_ES |
dc.description.accrualMethod | S | es_ES |
dc.relation.publisherversion | https://doi.org/10.1016/j.simpa.2022.100325 | es_ES |
dc.description.upvformatpinicio | 1 | es_ES |
dc.description.upvformatpfin | 3 | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.description.volume | 13C | es_ES |
dc.identifier.eissn | 2665-9638 | es_ES |
dc.relation.pasarela | S\466777 | es_ES |
dc.contributor.funder | Research Grant Council, Hong Kong | es_ES |
dc.contributor.funder | Innovation and Technology Commission - Hong Kong | es_ES |