68 search results - page 8 / 14 » A stopping criterion for active learning |
82
Voted
NLPRS
2001
Springer
15 years 4 months ago
2001
Springer
This work extends a semi-automatic grammar induction approach previously proposed in [1]. We investigate the use of Information Gain (IG) in place of Mutual Information (MI) for g...
ICML
2009
IEEE
16 years 14 days ago
2009
IEEE
Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...
104
click to vote
INFOCOM
2012
IEEE
13 years 2 months ago
2012
IEEE
—In this paper we develop an adaptive learning algorithm which is approximately optimal for an opportunistic spectrum access (OSA) problem with polynomial complexity. In this OSA...
102
click to vote
ISCC
2006
IEEE
15 years 5 months ago
2006
IEEE
Online monitoring of a physical phenomenon over a geographical area is a popular application of sensor networks. Networks representative of this class of applications are typicall...
101
Voted
CSL
2010
Springer
14 years 10 months ago
2010
Springer
The voice activity detectors (VADs) based on statistical models have shown impressive performances especially when fairly precise statistical models are employed. Moreover, the ac...