1132 search results - page 88 / 227 » Classification by Discriminative Regularization |
135
Voted
ML
2008
ACM
15 years 1 months ago
2008
ACM
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
102
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ICIP
2003
IEEE
16 years 3 months ago
2003
IEEE
We present a supervised classification model based on a variational approach. This model is specifically devoted to textured images. We want to get a partition of an image, compos...
ICPR
2008
IEEE
16 years 2 months ago
2008
IEEE
In this paper, we approach the problem of understanding human actions from still images. Our method involves representing the pose with a spatial and orientational histogramming o...
249
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NIPS
2008
15 years 3 months ago
2008
It is now well established that sparse signal models are well suited for restoration tasks and can be effectively learned from audio, image, and video data. Recent research has be...
117
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
We introduce a new algorithm for binary classification in the selective sampling protocol. Our algorithm uses Regularized Least Squares (RLS) as base classifier, and for this reas...