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Experiments with the NNMFPACK library: influence of beta parameter in the NNMF approximation error

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Experiments with the NNMFPACK library: influence of beta parameter in the NNMF approximation error

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San Juan Sebastián, P.; Vidal Maciá, AM.; García Mollá, VM.; Martínez Zaldívar, FJ.; Ranilla, J.; Alonso, P.; Alonso-González, M.... (2015). Experiments with the NNMFPACK library: influence of beta parameter in the NNMF approximation error. CMMSE. http://hdl.handle.net/10251/75307

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Title: Experiments with the NNMFPACK library: influence of beta parameter in the NNMF approximation error
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica
Universitat Politècnica de València. Escuela Técnica Superior de Ingenieros de Telecomunicación - Escola Tècnica Superior d'Enginyers de Telecomunicació
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Abstract:
[EN] NnmfPack is a numerical library designed to compute efficiently the Non-Negative Matrix Factorization (NNMF). It has been conceived for shared memory heterogeneous parallel systems, and it supports, from its conception, ...[+]
Subjects: NNMFPack , NNMF , Multi-core , GPU , Beta-divergence , Experimental results
Copyrigths: Reserva de todos los derechos
ISBN: 978-84-617-2230-3
Source:
(issn: 2312-0177 )
Publisher:
CMMSE
Publisher version: http://cmmse.usal.es/cmmse2017/proceedings-and-instructions-for-authors
Conference name: 15th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2015)
Conference place: Rota, Cadiz, Spain
Conference date: July 6-10, 2015
Type: Comunicación en congreso

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