Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering (2001)

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by Mikhail Belkin , Partha Niyogi
Venue:Advances in Neural Information Processing Systems 14
Citations:423 - 7 self

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734 Laplacian Eigenmaps for Dimensionality Reduction and Data Representation – Mikhail Belkin, Partha Niyogi - 2003
157 Semi-supervised learning on Riemannian manifolds – Mikhail Belkin, Partha Niyogi - 2004
1 A Machine Learning Approach to Content-based Image Indexing and Retrieval – Yixin Chen, Lee Giles, Jia Li, Donald Richards, John Yen - 2003
Kernel Entropy Component Analysis – Robert Jenssen
17 Pattern vectors from algebraic graph theory – Richard C. Wilson, Edwin R. Hancock, Bin Luo - 2005
45 CLUE: Cluster-based Retrieval of Images by Unsupervised Learning – Yixin Chen, James Z. Wang, Robert Krovetz - 2003
43 Optimal cluster preserving embedding of nonmetric proximity data – Volker Roth, Julian Laub, Motoaki Kawanabe, Joachim M. Buhmann - 2003
209 Locality Preserving Projections – Xiaofei He, Partha Niyogi - 2002
96 Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning and data set parameterization – St├ęphane Lafon, Ann B. Lee - 2006
188 Face recognition using laplacianfaces – Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, Hong-jiang Zhang - 2005
24 Learning a locality preserving subspace for visual recognition – Xiaofei He, Shuicheng Yan, Yuxiao Hu, Hong-jiang Zhang - 2003
4 NHDC and phdc: Non-propagating and propagating heat diffusion classifiers – Haixuan Yang - 2005
1 High-Order Regularization on Graphs – Dengyong Zhou, Christopher J. C. Burges
286 Consistency of spectral clustering – Ulrike von Luxburg, Mikhail Belkin, Olivier Bousquet - 2004
Parametric Representations for Nonlinear Modeling of Visual Data – Ying Zhu Dorin, Ying Zhu, Dorin Comaniciu, Visvanathan Ramesh, Stuart Schwartz - 2001
1 Laplacian Eigenmap for Image Retrieval – Xiaofei He - 2002
1 Multimodal Data Representations with Parameterized Local Structures – Ying Zhu, Dorin Comaniciu, Stuart Schwartz, Visvanathan Ramesh - 2002
1 Face recognition using more than one still image: What is more – Shaohua Kevin Zhou - 2004
2 Comparison of dimension reduction methods for database-adaptive 3D model retrieval – Ryutarou Ohbuchi, Jun Kobayashi, Akihiro Yamamoto, Toshiya Shimizu - 2007