540 search results - page 50 / 108 » Graph-based transfer learning |
ETS
2002
IEEE
14 years 9 months ago
2002
IEEE
Information technology is arguably an important tool for knowledge management, facilitating learning in a business context. However, the current use of information technology in t...
PKDD
2009
Springer
15 years 4 months ago
2009
Springer
Abstract. We propose a new graph-based label propagation algorithm for transductive learning. Each example is associated with a vertex in an undirected graph and a weighted edge be...
ICML
2007
IEEE
15 years 10 months ago
2007
IEEE
We consider the problem of learning a similarity function from a set of positive equivalence constraints, i.e. 'similar' point pairs. We define the similarity in informa...
ICTAI
2007
IEEE
15 years 4 months ago
2007
IEEE
Context-sensitive graph grammar construction tools have been used to develop and study interesting languages. However, the high dimensionality of graph grammars result in costly e...
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DAGM
2011
Springer
13 years 9 months ago
2011
Springer
The supervised learning paradigm assumes in general that both training and test data are sampled from the same distribution. When this assumption is violated, we are in the setting...