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http://papers.nips.cc/paper/3202-parallelizing-support-vector-machines-on-distributed-computers.pdf
PSVM: Parallelizing Support Vector Machines on Distributed Computers Edward Y. Chang⁄, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, & Hang Cui Google Research, Beijing, China Abstract Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability,
https://bura.brunel.ac.uk/bitstream/2438/5452/1/FulltextThesis.pdf
Parallelizing Support Vector Machines for ... Parallelizing Support Vector Machines for Scalable Image Annotation iv ... M. Ponraj, MapReduce-based Distributed SMO for Support Vector Machines, Proc. of IEEE FSKD’10, pp. 2983-2987. Nasullah Khalid Alham (2011) Parallelizing Support Vector Machines for Scalable Image Annotation
https://link.springer.com/chapter/10.1007/978-3-642-20429-6_10
Aug 26, 2011 · Abstract. Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability, we have developed a parallel SVM algorithm (PSVM), which reduces memory use through performing a row-based, approximate matrix factorization, and which loads only essential data to each machine to perform …Cited by: 228
https://www.researchgate.net/publication/221620344_PSVM_Parallelizing_Support_Vector_Machines_on_Distributed_Computers
Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability, we have developed a parallel SVM algorithm ...
https://papers.nips.cc/paper/3202-parallelizing-support-vector-machines-on-distributed-computers
Electronic Proceedings of Neural Information Processing Systems. Parallelizing Support Vector Machines on Distributed Computers. Part of: Advances in Neural …
https://www.academia.edu/1555912/Parallelizing_Support_Vector_Machines_on_Distributed_Computers
Parallelizing Support Vector Machines on Distributed Computers
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