4176 search results - page 1 / 836 » Parallelizing Support Vector Machines on Distributed Compute... |
NIPS
2007
13 years 6 months ago
2007
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 ...
PDCAT
2004
Springer
13 years 10 months ago
2004
Springer
TNN
2008
13 years 4 months ago
2008
We propose a distributed parallel support vector machine (DPSVM) training mechanism in a configurable network environment for distributed data mining. The basic idea is to exchange...
PVM
2005
Springer
13 years 10 months ago
2005
Springer
We consider a parallel decomposition technique for solving the large quadratic programs arising in training the learning methodology Support Vector Machine. At each iteration of th...
JMLR
2006
13 years 4 months ago
2006
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...