1209 search results - page 6 / 242 » Semi-Supervised Learning with Trees |
WSDM
2010
ACM
16 years 1 months ago
2010
ACM
147
Voted
ICPR
2010
IEEE
15 years 10 months ago
2010
IEEE
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
151
Voted
ICMCS
2007
IEEE
15 years 10 months ago
2007
IEEE
In this paper, we present a regularization approach on discrete graph spaces for perceptual image segmentation via semisupervised learning. In this approach, first, a spectral cl...
139
Voted
ICMCS
2006
IEEE
15 years 9 months ago
2006
IEEE
For automatic semantic annotation of large-scale video database, the insufficiency of labeled training samples is a major obstacle. General semi-supervised learning algorithms can...
135
Voted
AAAI
2007
15 years 6 months ago
2007
In semi-supervised learning, a number of labeled examples are usually required for training an initial weakly useful predictor which is in turn used for exploiting the unlabeled e...