242 search results - page 1 / 49 » Optimization over Zonotopes and Training Support Vector Mach... |
WADS
2001
Springer
13 years 10 months ago
2001
Springer
ICPR
2008
IEEE
14 years 21 days ago
2008
IEEE
OneClassMaxMinOver (OMMO) is a simple incremental algorithm for one-class support vector classification. We propose several enhancements and heuristics for improving model select...
ICML
2008
IEEE
14 years 7 months ago
2008
IEEE
We have developed a new Linear Support Vector Machine (SVM) training algorithm called OCAS. Its computational effort scales linearly with the sample size. In an extensive empirica...
ICASSP
2010
IEEE
13 years 6 months ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...
NIPS
2004
13 years 7 months ago
2004
We describe an algorithm for support vector machines (SVM) that can be parallelized efficiently and scales to very large problems with hundreds of thousands of training vectors. I...