Regularization and semi-supervised learning on large graphs (2004)

by Mikhail Belkin , Irina Matveeva , Partha Niyogi
Venue:In COLT
Citations:114 - 1 self

Active Bibliography

332 Manifold regularization: A geometric framework for learning from labeled and unlabeled examples – Mikhail Belkin, Partha Niyogi, Vikas Sindhwani - 2006
72 On Manifold Regularization – Mikhail Belkin, Partha Niyogi, Vikas Sindhwani - 2005
3 ON SEMI-SUPERVISED KERNEL METHODS – Vikas Sindhwani
5 Semi-Supervised Training of Models for Appearance-Based Statistical Object Detection Methods – Charles Joseph Rosenberg, Henry Schneiderman, Avrim Blum - 2004
23 Semi-supervised graph-based hyperspectral image classification – Gustavo Camps-valls, Tatyana V. Bandos, Dengyong Zhou - 2007
433 Learning with local and global consistency – Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, Bernhard Schölkopf - 2004
7 Protein functional class prediction with a combined graph – Hyunjung Shin, Koji Tsuda, Bernhard Schölkopf - 2004
Protein functional class prediction with a combined graph – Hyunjung Shin A, Koji Tsuda B, Bernhard Schölkopf B
Definition – Xiaojin Zhu
Learning by Combining Native Features with Similarity Functions – Mugizi Robert Rwebangira, Avrim Blum - 2009
Techniques for Exploiting Unlabeled Data – Mugizi Robert Rwebangira, Avrim Blum, John Lafferty - 2008
Learning with Unlabeled Data – Xu Zenglin
3 New Theoretical Frameworks for Machine Learning – Maria-florina Balcan, Manuel Blum, Yishay Mansour, Tom Mitchell, Santosh Vempala - 2007
1 Fast Semi-Supervised SVM Classifiers Using A-Priori Metric Information – Volkan Vural, Glenn Fung, Jennifer G. Dy, Bharat Rao
Solution Path for Manifold Regularized Semisupervised Classification – Gang Wang, Fei Wang, Tao Chen, Dit-yan Yeung, Frederick H. Lochovsky
1 Local Linear Semi-supervised Regression – Mugizi Robert Rwebangira, John Lafferty - 2009
3 Machine Learning Paradigms for Speech Recognition: An Overview – Li Deng, Xiao Li - 2013
8 On transductive support vector machines – Junhui Wang - 2007
447 Semi-Supervised Learning Literature Survey – Xiaojin Zhu - 2006