A Fast Parallel SVM Algorithm for Massive Classification Tasks

DOI10.1007/978-3-540-87477-5_45zbMath1160.90693OpenAlexW4300100471MaRDI QIDQ3627730

François Poulet, Thanh-Nghi do, Van-Hoa Nguyen

Publication date: 13 May 2009

Published in: Communications in Computer and Information Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-540-87477-5_45

zbMATH Keywords

parallel algorithmsupport vector machinesincremental learninggraphics processing unitmassive data classification

Mathematics Subject Classification ID

Methods of quasi-Newton type (90C53)

Uses Software

• CUDA
• UCI-ml
• LIBSVM
• CUBLAS

Cites Work

• 10.1162/15324430152748218
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