Subspace Regularization: A New Semi-supervised Learning Method
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Shiming Xiang | Cheng-Lin Liu | Xinwen Hou | Yan-Ming Zhang | Cheng-Lin Liu | Xinwen Hou | Shiming Xiang | Yanming Zhang
[1] Zoubin Ghahramani,et al. Learning from labeled and unlabeled data with label propagation , 2002 .
[2] Sebastian Thrun,et al. Text Classification from Labeled and Unlabeled Documents using EM , 2000, Machine Learning.
[3] Christopher J. C. Burges,et al. Geometric Methods for Feature Extraction and Dimensional Reduction - A Guided Tour , 2005, Data Mining and Knowledge Discovery Handbook.
[4] Bernhard Schölkopf,et al. Introduction to Semi-Supervised Learning , 2006, Semi-Supervised Learning.
[5] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[6] Bernhard Schölkopf,et al. Learning with Local and Global Consistency , 2003, NIPS.
[7] Robin Sibson,et al. What is projection pursuit , 1987 .
[8] Mikhail Belkin,et al. Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples , 2006, J. Mach. Learn. Res..
[9] J. Friedman,et al. Projection Pursuit Regression , 1981 .
[10] Mikhail Belkin,et al. Semi-Supervised Learning on Riemannian Manifolds , 2004, Machine Learning.
[11] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[12] Tommi S. Jaakkola,et al. Information Regularization with Partially Labeled Data , 2002, NIPS.
[13] Thorsten Joachims,et al. Transductive Inference for Text Classification using Support Vector Machines , 1999, ICML.
[14] Yoshua Bengio,et al. Semi-supervised Learning by Entropy Minimization , 2004, CAP.
[15] Neil D. Lawrence,et al. Semi-supervised Learning via Gaussian Processes , 2004, NIPS.
[16] Gideon S. Mann,et al. Simple, robust, scalable semi-supervised learning via expectation regularization , 2007, ICML '07.
[17] Alexander Zien,et al. Semi-Supervised Learning , 2006 .
[18] Xiaojin Zhu,et al. --1 CONTENTS , 2006 .
[19] Christopher J. C. Burges,et al. Geometric Methods for Feature Extraction and Dimensional Reduction , 2005 .
[20] Alexander Zien,et al. Semi-Supervised Classification by Low Density Separation , 2005, AISTATS.
[21] Ian T. Jolliffe,et al. Principal Component Analysis , 2002, International Encyclopedia of Statistical Science.
[22] Thorsten Joachims,et al. Transductive Learning via Spectral Graph Partitioning , 2003, ICML.