2513 search results - page 233 / 503 » Experiments on Eigenfaces Robustness |
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We consider a setting for discriminative semisupervised learning where unlabeled data are used with a generative model to learn effective feature representations for discriminativ...
107
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
After a classifier is trained using a machine learning algorithm and put to use in a real world system, it often faces noise which did not appear in the training data. Particularl...
93
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Relational reinforcement learning (RRL) is a Q-learning technique which uses first order regression techniques to generalize the Qfunction. Both the relational setting and the Q-l...
95
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
We present a new approach to estimating mixture models based on a new inference principle we have proposed: the latent maximum entropy principle (LME). LME is different both from ...
97
Voted
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
This paper addresses the issue of reducing the storage requirements on Instance-Based Learning algorithms. Algorithms proposed by other researches use heuristics to prune instance...