2665 search results - page 19 / 533 » Bundle Methods for Machine Learning |
IJON
2002
13 years 7 months ago
2002
Kernel methods have become an increasingly popular tool for machine learning tasks such as classi
ESANN
2008
13 years 9 months ago
2008
In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
KDD
1998
ACM
13 years 12 months ago
1998
ACM
Learning to predict rare events from sequences of events with categorical features is an important, real-world, problem that existing statistical and machine learning methods are ...
ACL
2008
13 years 9 months ago
2008
Active learning is a machine learning approach to achieving high-accuracy with a small amount of labels by letting the learning algorithm choose instances to be labeled. Most of p...
ICML
2009
IEEE
14 years 2 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...