1214 search results - page 1 / 243 » Labeling Points with Weights |
ISAAC
2001
Springer
13 years 9 months ago
2001
Springer
ECML
2006
Springer
13 years 8 months ago
2006
Springer
In many graph-based semi-supervised learning algorithms, edge weights are assumed to be fixed and determined by the data points' (often symmetric) relationships in input space...
AAAI
2011
12 years 4 months ago
2011
Applications that adapt to a particular end user often make inaccurate predictions during the early stages when training data is limited. Although an end user can improve the lear...
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
In this paper, we address the scalability issue plaguing graph-based semi-supervised learning via a small number of anchor points which adequately cover the entire point cloud. Cr...
ICCV
2009
IEEE
14 years 9 months ago
2009
IEEE
Graph-based semi-supervised learning has gained considerable
interests in the past several years thanks to its effectiveness
in combining labeled and unlabeled data through
labe...