776 search results - page 4 / 156 » Distributed Information Regularization on Graphs |
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
In the information regularization framework by Corduneanu and Jaakkola (2005), the distributions of labels are propagated on a hypergraph for semi-supervised learning. The learnin...
ICDE
2011
IEEE
12 years 9 months ago
2011
IEEE
—It is increasingly common to find graphs in which edges bear different types, indicating a variety of relationships. For such graphs we propose a class of reachability queries ...
ALGORITHMICA
2011
13 years 24 days ago
2011
We investigate the natural situation of the dissemination of information on various graph classes starting with a random set of informed vertices called active. Initially active ve...
SRDS
2008
IEEE
14 years 4 days ago
2008
IEEE
UAI
2003
13 years 7 months ago
2003
We formulate a principle for classification with the knowledge of the marginal distribution over the data points (unlabeled data). The principle is cast in terms of Tikhonov styl...