11910 search results - page 3 / 2382 » Online Learning Algorithms |
ICML
2003
IEEE
14 years 7 months ago
2003
IEEE
This paper is concerned with the question of how to online combine an ensemble of active learners so as to expedite the learning progress during a pool-based active learning sessi...
ACCV
2007
Springer
14 years 14 days ago
2007
Springer
The traditional co-training algorithm, which needs a great number of unlabeled examples in advance and then trains classifiers by iterative learning approach, is not suitable for ...
ALT
2010
Springer
13 years 7 months ago
2010
Springer
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
ICML
2009
IEEE
14 years 1 months ago
2009
IEEE
In this work, we extend the ellipsoid method, which was originally designed for convex optimization, for online learning. The key idea is to approximate by an ellipsoid the classi...
ICML
2008
IEEE
14 years 7 months ago
2008
IEEE
