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graph laplacian

109 papers

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Co-occurring keywords

spectral clustering (304) semi-supervised learning (2331) manifold learning (402) dimensionality reduction (720) spectral method (204) spectral analysis (236) representation learning (6174) graph neural network (3945) label propagation (185) random walk (161)

Papers

Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction NIPS 2009
Fast Graph Laplacian Regularized Kernel Learning via Semidefinite–Quadratic–Linear Programming NIPS 2009
Fast Prediction on a Tree NIPS 2008
Spectral Hashing NIPS 2008
Graph Laplacians and their Convergence on Random Neighborhood Graphs JMLR 2007
Statistical Analysis of Semi-Supervised Regression NIPS 2007
Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes JMLR 2007
Manifold Denoising NIPS 2006
Graph Laplacian Regularization for Large-Scale Semidefinite Programming NIPS 2006