3381 search results - page 112 / 677 » LEO - DB2's LEarning Optimizer |
174
click to vote
SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
145
click to vote
NIPS
2007
15 years 5 months ago
2007
Active learning sequentially selects unlabeled instances to label with the goal of reducing the effort needed to learn a good classifier. Most previous studies in active learning...
118
click to vote
CVPR
2008
IEEE
16 years 6 months ago
2008
IEEE
Dynamic visual category learning calls for efficient adaptation as new training images become available or new categories are defined, existing training images or categories becom...
130
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Learning general functional dependencies is one of the main goals in machine learning. Recent progress in kernel-based methods has focused on designing flexible and powerful input...
127
click to vote
ICML
2009
IEEE
15 years 11 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...