10054 search results - page 489 / 2011 » On the Complexity of Function Learning |
157
click to vote
ECML
2007
Springer
16 years 10 days ago
2007
Springer
When facing the question of learning languages in realistic settings, one has to tackle several problems that do not admit simple solutions. On the one hand, languages are usually...
151
click to vote
ATAL
2006
Springer
15 years 10 months ago
2006
Springer
We consider PAC learning of simple cooperative games, in which the coalitions are partitioned into "winning" and "losing" coalitions. We analyze the complexity...
177
Voted
UAI
1996
15 years 7 months ago
1996
In this paper we examine a novel addition to the known methods for learning Bayesian networks from data that improves the quality of the learned networks. Our approach explicitly ...
167
click to vote
APIN
2002
15 years 6 months ago
2002
Abstract: Locally weighted learning (LWL) is a class of techniques from nonparametric statistics that provides useful representations and training algorithms for learning about com...
209
Voted
ML
2012
ACM
14 years 1 months ago
2012
ACM
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...