993 search results - page 190 / 199 » Learning RoboCup-Keepaway with Kernels |
144
Voted
COLT
2010
Springer
14 years 12 months ago
2010
Springer
We study graph estimation and density estimation in high dimensions, using a family of density estimators based on forest structured undirected graphical models. For density estim...
133
Voted
CVPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Automatic age estimation from facial images has aroused research interests in recent years due to its promising potential for some computer vision applications. Among the methods ...
118
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
Dimension reduction is popular for learning predictive models in high-dimensional spaces. It can highlight the relevant part of the feature space and avoid the curse of dimensiona...
105
Voted
AAAI
2010
15 years 3 months ago
2010
In many real world applications, labeled data are usually expensive to get, while there may be a large amount of unlabeled data. To reduce the labeling cost, active learning attem...
134
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KDD
2000
ACM
15 years 5 months ago
2000
ACM
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...