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Semi-Supervised Learning
Latest Publications
TOTAL DOCUMENTS
25
(FIVE YEARS 0)
H-INDEX
3
(FIVE YEARS 0)
Published By The MIT Press
9780262033589
Latest Documents
Most Cited Documents
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Latest Documents
Most Cited Documents
Contributed Authors
Related Sources
Related Keywords
Gaussian Processes and the Null-Category Noise Model
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0008
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2006
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pp. 136-150
Author(s):
Lawrence Neil D.
◽
Jordan Michael I.
Keyword(s):
Gaussian Processes
◽
Noise Model
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Transductive Support Vector Machines
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0006
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2006
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pp. 104-117
Author(s):
Joachims Thorsten
Keyword(s):
Support Vector Machines
◽
Support Vector
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Vector Machines
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Probabilistic Semi-Supervised Clustering with Constraints
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0005
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2006
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pp. 73-102
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Cited By ~ 2
Author(s):
Basu Sugato
◽
Bilenko Mikhail
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Banerjee Arindam
◽
Mooney Raymond
Keyword(s):
Supervised Clustering
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Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0004
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2006
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pp. 56-72
Author(s):
Cozman Fabio
◽
Cohen Ira
Keyword(s):
Supervised Learning
◽
Unlabeled Data
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Spectral Methods for Dimensionality Reduction
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0016
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2006
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pp. 292-308
Author(s):
Saul Lawrence K.
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Weinberger Kilian Q.
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Sha Fei
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Ham Jihun
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Lee Daniel D.
Keyword(s):
Dimensionality Reduction
◽
Spectral Methods
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A Taxonomy for Semi-Supervised Learning Methods
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0002
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2006
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pp. 14-31
Author(s):
Seeger Matthias
Keyword(s):
Supervised Learning
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Learning Methods
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Metric-Based Approaches for Semi-Supervised Regression and Classification
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0023
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2006
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pp. 420-451
Author(s):
Schuurmans Dale
◽
Southey Finnegan
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Wilkinson Dana
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Guo Yuhong
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Modifying Distances
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0017
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2006
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pp. 309-330
Author(s):
Orlitsky Alon
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Graph Kernels by Spectral Transforms
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0015
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2006
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pp. 276-291
Author(s):
Zhu Xiaojin
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Kandola Jaz
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Lafferty John
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Ghahramani Zoubin
Keyword(s):
Graph Kernels
◽
Spectral Transforms
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Data-Dependent Regularization
Semi-Supervised Learning
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10.7551/mitpress/9780262033589.003.0010
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2006
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pp. 169-190
Author(s):
Corduneanu Adrian
◽
Jaakkola Tommi
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