31 search results - page 1 / 7 » Transductive Learning via Spectral Graph Partitioning |
122
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
We present a new method for transductive learning, which can be seen as a transductive version of the k nearest-neighbor classifier. Unlike for many other transductive learning me...
102
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We consider spectral clustering and transductive inference for data with multiple views. A typical example is the web, which can be described by either the hyperlinks between web ...
101
Voted
EMNLP
2006
15 years 2 months ago
2006
We investigate the problem of learning a part-of-speech (POS) lexicon for a resource-poor language, dialectal Arabic. Developing a high-quality lexicon is often the first step tow...
87
Voted
ECCC
2006
15 years 1 months ago
2006
123
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Graph transduction methods label input data by learning a classification function that is regularized to exhibit smoothness along a graph over labeled and unlabeled samples. In pr...