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» Labeling Points with Weights
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118
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ICC
2007
IEEE
162views Communications» more  ICC 2007»
15 years 4 months ago
LSP and Back Up Path Setup in MPLS Networks Based on Path Criticality Index
This paper reports on a promising approach for solving problems found when Multi Protocol Label Switching (MPLS), soon to be a dominant protocol, is used in core network systems. D...
Ali Tizghadam, Alberto Leon-Garcia
81
Voted
LREC
2008
132views Education» more  LREC 2008»
15 years 2 months ago
Complete and Consistent Annotation of WordNet using the Top Concept Ontology
This paper presents the complete and consistent ontological annotation of the nominal part of WordNet. The annotation has been carried out using the semantic features defined in t...
Javier Álvez, Jordi Atserias, Jordi Carrera...
98
Voted
UAI
2003
15 years 2 months ago
On Information Regularization
We formulate a principle for classification with the knowledge of the marginal distribution over the data points (unlabeled data). The principle is cast in terms of Tikhonov styl...
Adrian Corduneanu, Tommi Jaakkola
ICML
2010
IEEE
15 years 1 months ago
High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
Gregory Druck, Andrew McCallum
109
Voted
IJCV
2008
139views more  IJCV 2008»
15 years 21 days ago
Multilevel Image Coding with Hyperfeatures
Histograms of local appearance descriptors are a popular representation for visual recognition. They are highly discriminant with good resistance to local occlusions and to geomet...
Ankur Agarwal, Bill Triggs