1419 search results - page 82 / 284 » Approximation Methods for Supervised Learning |
78
Voted
ACL
2009
14 years 10 months ago
2009
Data-driven function tag assignment has been studied for English using Penn Treebank data. In this paper, we address the question of whether such method can be applied to other la...
103
Voted
KDD
2008
ACM
16 years 26 days ago
2008
ACM
In an idealized gated radiotherapy treatment, radiation is delivered only when the tumor is at the right position. For gated lung cancer radiotherapy, it is difficult to generate ...
153
Voted
DATAMINE
2010
14 years 10 months ago
2010
: In dyadic prediction, the input consists of a pair of items (a dyad), and the goal is to predict the value of an observation related to the dyad. Special cases of dyadic predicti...
94
Voted
CIKM
2011
Springer
14 years 13 days ago
2011
Springer
Machine learning often relies on costly labeled data, and this impedes its application to new classification and information extraction problems. This has motivated the developme...
100
Voted
CORR
2008
Springer
15 years 16 days ago
2008
Springer
Maximum Variance Unfolding (MVU) and its variants have been very successful in embedding data-manifolds in lower dimensionality spaces, often revealing the true intrinsic dimensio...