756 search results - page 66 / 152 » Incremental Training of Multiclass Support Vector Machines |
106
Voted
JMLR
2006
15 years 3 months ago
2006
We propose an active set algorithm to solve the convex quadratic programming (QP) problem which is the core of the support vector machine (SVM) training. The underlying method is ...
126
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We examine the set covering machine when it uses data-dependent half-spaces for its set of features and bound its generalization error in terms of the number of training errors an...
115
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
The kernel Perceptron is an appealing online learning algorithm that has a drawback: whenever it makes an error it must increase its support set, which slows training and testing ...
126
Voted
BMCBI
2008
15 years 3 months ago
2008
Background: Transcription factors (TFs) are core functional proteins which play important roles in gene expression control, and they are key factors for gene regulation network co...
131
Voted
PRL
2006
15 years 3 months ago
2006
This paper presents a general method for incorporating prior knowledge into kernel methods such as Support Vector Machines. It applies when the prior knowledge can be formalized b...