Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds (2003)

by Lawrence K. Saul , Sam T. Roweis , Yoram Singer
Venue:Journal of Machine Learning Research
Citations:195 - 8 self

Active Bibliography

4 An Information Theoretic Approach to Machine Learning – Robert Jenssen - 2005
42 Automatic Alignment of Local Representations – Yee Whye Teh, Sam Roweis - 2003
Metric Learning with . . . – Kilian Quirin Weinberger - 2007
24 Geometric Methods for Feature Extraction and Dimensional Reduction – Christopher J. C. Burges - 2005
Mitsubishi Electric Research Laboratories – Http Www Merl, Ramesh Raskar, Ramesh Raskar, Remo Ziegler, Remo Ziegler, Thomas Willwacher, Thomas Willwacher - 2002
8 Dimensionality Reduction: A Comparative Review – L.J.P. van der Maaten, E. O. Postma, H. J. van den Herik - 2008
14 Unsupervised learning – Zoubin Ghahramani - 2004
1 A Least-Squares Framework for Component Analysis – O De La Torre Member - 2009
A Least-Squares Framework for Component Analysis – Fernando De La Torre - 2009
69 Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering – Yoshua Bengio, Jean-François Paiement, Pascal Vincent, Olivier Delalleau, Nicolas Le Roux, Marie Ouimet - 2004
44 Learning Eigenfunctions Links Spectral Embedding And Kernel PCA – Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux, Jean-François Paiement, Pascal Vincent, Marie Ouimet - 2004
5 Learning nonlinear image manifolds by global alignment of local linear models – Jakob Verbeek
1 Corresponding author. – Jun Yan A, Benyu Zhang B, Shuicheng Yan A, Ning Liu C, Qiang Yang D, Qiansheng Cheng A, Hua Li E, Zheng Chen B, Wei-ying Ma B
142 Locality Preserving Projections – Xiaofei He, Partha Niyogi - 2002
4 Machine Learning for Computer Graphics: A Manifesto and Tutorial – Aaron Hertzmann - 2003
2 LOCALLY LINEAR EMBEDDING ALGORITHM Extensions and applications – Olga Kayo, Cover Design, Raimo Ahonen - 2006
13 Evaluation of 3D Human Motion Tracking with a Coordinated Mixture of Factor Analyzers – Rui Li, Stan Sclaroff, Ming-hsuan Yang, Tai-peng Tian - 2006
16 Non-local manifold tangent learning – Yoshua Bengio, Martin Monperrus - 2005
5 Nonlocal estimation of manifold structure – Yoshua Bengio, Martin Monperrus, Hugo Larochelle, Département D’informatique Et Recherche Opérationnelle, Centre De Recherches Mathématiques - 2006