2681 search results - page 19 / 537 » Learning to learn with the informative vector machine |
ICIAR
2004
Springer
14 years 2 months ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
ICML
1999
IEEE
14 years 9 months ago
1999
IEEE
ICML
2005
IEEE
14 years 9 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
CIBCB
2006
IEEE
14 years 3 months ago
2006
IEEE
– The visualization of support vector machines in realistic settings is a difficult problem due to the high dimensionality of the typical datasets involved. However, such visuali...
CDC
2009
IEEE
14 years 1 months ago
2009
IEEE
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...