181 search results - page 1 / 37 » Consensus-Based Distributed Support Vector Machines |
JMLR
2010
12 years 11 months ago
2010
This paper develops algorithms to train support vector machines when training data are distributed across different nodes, and their communication to a centralized processing unit...
ISBRA
2011
Springer
12 years 8 months ago
2011
Springer
Abstract. Protein homology prediction is a crucial step in templatebased protein structure prediction. The functions that rank the proteins in a database according to their homolog...
PDCAT
2004
Springer
13 years 9 months ago
2004
Springer
NIPS
2007
13 years 5 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 ...
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...