Manifold regularization: A geometric framework for learning from labeled and unlabeled examples (2006)

by Mikhail Belkin , Partha Niyogi , Vikas Sindhwani
Venue:JOURNAL OF MACHINE LEARNING RESEARCH
Citations:330 - 13 self

Active Bibliography

3 ON SEMI-SUPERVISED KERNEL METHODS – Vikas Sindhwani
444 Semi-Supervised Learning Literature Survey – Xiaojin Zhu - 2006
72 On Manifold Regularization – Mikhail Belkin, Partha Niyogi, Vikas Sindhwani - 2005
UNSUPERVISED FEATURE LEARNING VIA SPARSE HIERARCHICAL REPRESENTATIONS – Honglak Lee
Learning with Unlabeled Data – Xu Zenglin
4 Clustering, Dimensionality Reduction, and Side Information – Hiu Chung Law - 2006
Learning by Combining Native Features with Similarity Functions – Mugizi Robert Rwebangira, Avrim Blum - 2009
5 Learning to Transform Time Series with a Few Examples – Ali Rahimi, Ben Recht, Trevor Darrell - 2006
101 Towards a theoretical foundation for Laplacian-based manifold methods – Mikhail Belkin, Partha Niyogi - 2005
7 Protein functional class prediction with a combined graph РHyunjung Shin, Koji Tsuda, Bernhard Sch̦lkopf - 2004
5 Semi-Supervised Training of Models for Appearance-Based Statistical Object Detection Methods – Charles Joseph Rosenberg, Henry Schneiderman, Avrim Blum - 2004
1 Some Contributions to Semi-Supervised Learning – Pavan Kumar Mallapragada, Pavan Kumar Mallapragada - 2010
Large-Scale Machine Learning for Classification and Search – Wei Liu, Wei Liu
9 A Discriminative Model for Semi-Supervised Learning – Maria-Florina Balcan, Avrim Blum - 2008
3 New Theoretical Frameworks for Machine Learning – Maria-florina Balcan, Manuel Blum, Yishay Mansour, Tom Mitchell, Santosh Vempala - 2007
3 Machine Learning Paradigms for Speech Recognition: An Overview – Li Deng, Xiao Li - 2013
1 Local Linear Semi-supervised Regression – Mugizi Robert Rwebangira, John Lafferty - 2009
Bayesian Learning for Efficient Visual Inference – Oliver Michael Christian Williams - 2005
Techniques for Exploiting Unlabeled Data – Mugizi Robert Rwebangira, Avrim Blum, John Lafferty - 2008