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spectral dimensionality reduction

6 papers

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Co-occurring keywords

manifold learning (403) maximum entropy (91) spectral method (204) gaussian random field (9) spectral clustering (305) point cloud laplacian (1) locally linear embedding (17) supervised dimensionality reduction (6) classification accuracy (55) gaussian markov random field (26)

Papers

Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018
Local High-Order Regularization on Data Manifolds CVPR 2015
A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction: Insights and New Models JMLR 2012
Spectral Dimensionality Reduction via Maximum Entropy AISTATS 2011
Discussion of “Spectral Dimensionality Reduction via Maximum Entropy” AISTATS 2011
Convergence of Laplacian Eigenmaps NIPS 2006