3694 search results - page 243 / 739 » Stochastic complexity in learning |
136
click to vote
ACL
1997
15 years 7 months ago
1997
This paper presents a method for the automatic extraction of subgrammars to control and speeding-up natural language generation NLG. The method is based on explanation-based learn...
148
click to vote
PAMI
2008
15 years 6 months ago
2008
We consider the problem of learning a ranking function that maximizes a generalization of the Wilcoxon-Mann-Whitney statistic on the training data. Relying on an -accurate approxim...
150
click to vote
NECO
2002
15 years 5 months ago
2002
We propose a modular reinforcement learning architecture for non-linear, nonstationary control tasks, which we call multiple model-based reinforcement learning (MMRL). The basic i...
192
click to vote
JMLR
2011
15 years 28 days ago
2011
While most supervised machine learning models assume that training examples are sampled at random or adversarially, this article is concerned with models of learning from a cooper...
132
click to vote
ESANN
2008
15 years 7 months ago
2008
Many tools for data mining are complex and require skills and experience to be used successfully. Therefore, data mining is often considered an art as much as science. This paper p...