736 search results - page 71 / 148 » Generalization Error Estimation for Non-linear Learning Meth... |
116
click to vote
ICRA
2010
IEEE
15 years 23 days ago
2010
IEEE
Abstract— We consider the problem of apprenticeship learning when the expert’s demonstration covers only a small part of a large state space. Inverse Reinforcement Learning (IR...
ACL
1993
15 years 3 months ago
1993
This paper presents a new method for producing a dictionary of subcategorization frames from unlabelled text corpora. It is shown that statistical filtering of the results of a ...
129
Voted
CORR
2012
Springer
13 years 10 months ago
2012
Springer
We show that the log-likelihood of several probabilistic graphical models is Lipschitz continuous with respect to the p-norm of the parameters. We discuss several implications ...
124
click to vote
ICONIP
2009
14 years 12 months ago
2009
It is generally assumed in the traditional formulation of supervised learning that only the outputs data are uncertain. However, this assumption might be too strong for some learni...
100
click to vote
AOSE
2005
Springer
15 years 7 months ago
2005
Springer
Several concerns in the development of multi-agent systems (MASs) cannot be represented in a modular fashion. In general, they inherently affect several system modules and cannot b...