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spectral embedding

37 papers

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Co-occurring keywords

dimensionality reduction (720) manifold learning (403) spectral clustering (305) representation learning (6206) spectral method (204) node embedding (127) community detection (276) principal component analysis (316) latent position (4) stochastic block model (146)

Papers

Out-of-sample extension of graph adjacency spectral embedding ICML 2018
Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018
Megaman: Scalable Manifold Learning in Python JMLR 2016
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding CVPR 2016
Compressive spectral embedding: sidestepping the SVD NIPS 2015
Semi-Supervised Learning With Explicit Relationship Regularization CVPR 2015
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions CVPR 2014
On the Sample Complexity of Subspace Learning NIPS 2013
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections NIPS 2013
Graph-Laplacian PCA: Closed-Form Solution and Robustness CVPR 2013
Sparse Manifold Clustering and Embedding NIPS 2011