4255 search results - page 347 / 851 » On Learning Boolean Functions |
226
click to vote
CVPR
2009
IEEE
17 years 1 months ago
2009
IEEE
Cross-domain learning methods have shown promising
results by leveraging labeled patterns from auxiliary domains
to learn a robust classifier for target domain, which
has a limi...
165
click to vote
ICMI
2004
Springer
16 years 2 days ago
2004
Springer
This paper reports on an NSF-funded effort now underway to integrate three learning technologies that have emerged and matured over the past decade; each has presented compelling ...
189
click to vote
JMLR
2008
15 years 6 months ago
2008
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...
169
click to vote
INFORMATICALT
2007
15 years 6 months ago
2007
In this paper we propose a modified framework of support vector machines, called Oblique Support Vector Machines(OSVMs), to improve the capability of classification. The principl...
156
click to vote
ICIP
2003
IEEE
16 years 8 months ago
2003
IEEE
In this paper we address the problem of classifying images, by exploiting global features that describe color and illumination properties, and by using the statistical learning pa...