476 search results - page 36 / 96 » Support Vector Machines with Example Dependent Costs |
JMLR
2010
13 years 3 months ago
2010
We have developed a machine learning toolbox, called SHOGUN, which is designed for unified large-scale learning for a broad range of feature types and learning settings. It offers...
TOG
2008
13 years 9 months ago
2008
We introduce a novel representation for random-access rendering of antialiased vector graphics on the GPU, along with efficient encoding and rendering algorithms. The representati...
ICPR
2006
IEEE
14 years 10 months ago
2006
IEEE
Video Compression currently is dominated by engineering and fine-tuned heuristic methods. In this paper, we propose to instead apply the well-developed machinery of machine learni...
QSIC
2008
IEEE
14 years 3 months ago
2008
IEEE
In the context of open source development or software evolution, developers are often faced with test suites which have been developed with no apparent rationale and which may nee...
ESANN
2004
13 years 10 months ago
2004
This paper is based on a new way for determining the regularization trade-off in least squares support vector machines (LS-SVMs) via a mechanism of additive regularization which ha...