Laplacian Eigenmaps for Dimensionality Reduction and Data Representation (2003)

by Mikhail Belkin , Partha Niyogi
Venue:Neural Computation
Citations:785 - 14 self

Active Bibliography

221 Locality Preserving Projections – Xiaofei He, Partha Niyogi - 2002
435 Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering – Mikhail Belkin, Partha Niyogi - 2001
475 Semi-Supervised Learning Literature Survey – Xiaojin Zhu - 2006
Semi-Supervised Learning on Riemannian Manifolds – Nina Mishra, Rajeev Motwani
515 Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions – Xiaojin Zhu , Zoubin Ghahramani, John Lafferty - 2003
160 Semi-supervised learning on Riemannian manifolds – Mikhail Belkin, Partha Niyogi - 2004
260 Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds – Lawrence K. Saul, Sam T. Roweis, Yoram Singer - 2003
688 Statistical pattern recognition: A review – Anil K. Jain, Robert P. W. Duin, Jianchang Mao - 2000
172 Unsupervised Learning of Image Manifolds by Semidefinite Programming – Kilian Q. Weinberger , Lawrence K. Saul - 2004