Principal manifolds and nonlinear dimensionality reduction via tangent space alignment zhenyue zhang, hongyuan zha (2004)

by Zhenyue Zhang , Hongyuan Zha
Venue:SIAM Journal on Scientific Computing
Citations:95 - 7 self

Active Bibliography

4 Local Linear Smoothing for Nonlinear Manifold Learning – Zhenyue Zhang, Hongyuan Zha - 2003
Unsupervised Dimensionality Reduction: Overview and Recent Advances – John A. Lee, Michel Verleysen - 2010
17 Isometric Embedding and Continuum ISOMAP – Hongyuan Zha Zha, Zhenyue Zhang - 2003
Automated Local Linear Embedding with an application to microarray data – Elisa Grilli - 2006
8 Dimensionality Reduction: A Comparative Review – L.J.P. van der Maaten, E. O. Postma, H. J. van den Herik - 2008
1 Nonlinear dimensionality reduction by topologically constrained isometric embedding. Technical Report CIS-2009-05, Technion Roweis ST, Saul LK (2000) Nonlinear dimensionality reduction by locally linear embedding. Science 290:2323–2326 Schwartz EL, Shaw A – Guy Rosman, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel - 2009
1 How to Train a Classifier Based on the Huge Face Database – Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao
9 Riemannian manifold learning for nonlinear dimensionality reduction – Tony Lin, Hongbin Zha, Sang Uk Lee - 2006
127 Charting a Manifold – Matthew Brand, Matthew Brand - 2003
5 Efficient locally linear embeddings of imperfect manifolds – A. Hadid, M. Pietikäinen - 2003
1 ABSTRACT Estimating Manifold Dimension by Inversion Error – Shawn Martin
unknown title – unknown authors
4 Robust Locally Linear Embedding – Hong Chang, Dit-yan Yeung - 2005
2 Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment – Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer
13 Segmenting motions of different types by unsupervised manifold clustering – Alvina Goh, René Vidal - 2007
46 Finding Approximate POMDP Solutions Through Belief Compression – Nicholas Roy, Geoffrey Gordon, Sebastian Thrun - 2003
Master’s Paper – Aren Jansen, Advisor Partha Niyogi - 2007
7 A duality view of spectral methods for dimensionality reduction – Lin Xiao, Stephen Boyd - 2006
25 Analysis and extension of spectral methods for nonlinear dimensionality reduction – Fei Sha, Lawrence K. Saul - 2005