988 search results - page 4 / 198 » Margin Based Active Learning |
CVPR
2006
IEEE
14 years 1 months ago
2006
IEEE
The performance of many computer vision and machine learning algorithms critically depends on the quality of the similarity measure defined over the feature space. Previous works...
ICASSP
2011
IEEE
12 years 11 months ago
2011
IEEE
In online tracking, the tracker evolves to reflect variations in object appearance and surroundings. This updating process is formulated as a supervised learning problem, thus a ...
IJCNN
2007
IEEE
14 years 1 months ago
2007
IEEE
NIPS
2003
13 years 8 months ago
2003
We address in this paper the question of how the knowledge of the marginal distribution P(x) can be incorporated in a learning algorithm. We suggest three theoretical methods for ...
JMLR
2010
13 years 2 months ago
2010
In this paper we address the problem of predicting when the available data is incomplete. We show that changing the generally accepted table-wise view of the sample items into a g...