3668 search results - page 65 / 734 » Margin Distribution and Learning |
ACL
2010
14 years 10 months ago
2010
Semi-supervised word alignment aims to improve the accuracy of automatic word alignment by incorporating full or partial manual alignments. Motivated by standard active learning q...
CIDM
2007
IEEE
15 years 6 months ago
2007
IEEE
— We propose a new one-shot collaborative filtering method. In contrast to the conventional methods, which predict unobserved ratings individually and independently, our method ...
UAI
2004
15 years 1 months ago
2004
Ancestral graph models, introduced by Richardson and Spirtes (2002), generalize both Markov random fields and Bayesian networks to a class of graphs with a global Markov property ...
KDD
2006
ACM
16 years 8 days ago
2006
ACM
To learn concepts over massive data streams, it is essential to design inference and learning methods that operate in real time with limited memory. Online learning methods such a...
ECML
2003
Springer
15 years 5 months ago
2003
Springer
