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» Continuous Multiclass Labeling Approaches and Algorithms
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CORR
2011
Springer
169views Education» more  CORR 2011»
12 years 10 months ago
Continuous Multiclass Labeling Approaches and Algorithms
Jan Lellmann, Christoph Schnörr
JMLR
2010
124views more  JMLR 2010»
12 years 10 months ago
Multiclass-Multilabel Classification with More Classes than Examples
We discuss multiclass-multilabel classification problems in which the set of classes is extremely large. Most existing multiclass-multilabel learning algorithms expect to observe ...
Ofer Dekel, Ohad Shamir
ICML
2007
IEEE
14 years 4 months ago
The rendezvous algorithm: multiclass semi-supervised learning with Markov random walks
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...
Arik Azran
CVPR
2012
IEEE
11 years 6 months ago
Multiclass pixel labeling with non-local matching constraints
A popular approach to pixel labeling problems, such as multiclass image segmentation, is to construct a pairwise conditional Markov random field (CRF) over image pixels where the...
Stephen Gould
JMLR
2006
109views more  JMLR 2006»
13 years 3 months ago
Some Discriminant-Based PAC Algorithms
A classical approach in multi-class pattern classification is the following. Estimate probability distributions that generated the observations for each label class, and then labe...
Paul W. Goldberg