2185 search results - page 261 / 437 » Active Learning with Statistical Models |
192
click to vote
CORR
2012
Springer
14 years 2 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 ...
198
click to vote
ICRA
2003
IEEE
15 years 11 months ago
2003
IEEE
— In this paper we present a novel method for robot path planning based on learning motion patterns. A motion pattern is defined as the path that results from applying a set of ...
176
click to vote
EMNLP
2008
15 years 8 months ago
2008
We describe an approach for acquiring the domain-specific dialog knowledge required to configure a task-oriented dialog system that uses human-human interaction data. The key aspe...
166
click to vote
UAI
2003
15 years 7 months ago
2003
Methods for learning Bayesian networks can discover dependency structure between observed variables. Although these methods are useful in many applications, they run into computat...
161
click to vote
CORR
2010
Springer
15 years 5 months ago
2010
Springer
Abstract. We tackle the problem of multi-class relational sequence learning using relevant patterns discovered from a set of labelled sequences. To deal with this problem, firstly...