1214 search results - page 12 / 243 » Labeling Points with Weights |
92
Voted
FOCS
2004
IEEE
15 years 4 months ago
2004
IEEE
The Metric Labeling problem is an elegant and powerful mathematical model capturing a wide range of classification problems. The input to the problem consists of a set of labels a...
102
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ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We consider the problem of multiclass classification where both labeled and unlabeled data points are given. We introduce and demonstrate a new approach for estimating a distribut...
111
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CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present an integrated framework for learning asymmetric boosted classifiers and online learning to address the problem of online learning asymmetric boosted classifiers, which ...
106
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KBS
2006
15 years 9 days ago
2006
Ensemble methods that train multiple learners and then combine their predictions have been shown to be very effective in supervised learning. This paper explores ensemble methods ...
125
Voted
COLING
2008
15 years 1 months ago
2008
This paper explores the use of the homotopy method for training a semi-supervised Hidden Markov Model (HMM) used for sequence labeling. We provide a novel polynomial-time algorith...