- -

Improving NNMFPACK with heterogeneous and efficient kernels for ß-divergence metrics

RiuNet: Institutional repository of the Polithecnic University of Valencia

Share/Send to

Cited by

Statistics

Improving NNMFPACK with heterogeneous and efficient kernels for ß-divergence metrics

Show full item record

Díaz-Gracia, N.; Cocaña-Fernández, A.; Alonso-González, M.; Martínez Zaldívar, FJ.; Cortina, R.; García Mollá, VM.; Alonso, P.... (2015). Improving NNMFPACK with heterogeneous and efficient kernels for ß-divergence metrics. Journal of Supercomputing. 71(5):1846-1856. doi:10.1007/s11227-014-1363-y

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/71595

Files in this item

Item Metadata

Title: Improving NNMFPACK with heterogeneous and efficient kernels for ß-divergence metrics
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions
Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
NnmfPack is a library for the nonnegative matrix factorization (NNMF) problem. Nowadays NNMF is an essential tool in many fields spanning machine learning, data analysis, image analysis or audio source separation, among ...[+]
Subjects: NNMF , Parallel library , GPU , Intel MIC , Multi-core , Many-core
Copyrigths: Cerrado
Source:
Journal of Supercomputing. (issn: 1573-0484 )
DOI: 10.1007/s11227-014-1363-y
Publisher:
Springer Verlag (Germany)
Publisher version: http://dx.doi.org/10.1007/s11227-014-1363-y
Thanks:
This work has been partially supported by "Ministerio de Economia y Competitividad" from Spain, under the projects TEC2012-38142-C04-01 and TEC2012-38142-C04-04 and by ISIC/2012/006 and PROMETEO FASE II 2014/003 projects ...[+]
Type: Artículo

This item appears in the following Collection(s)

Show full item record