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spectral clustering

304 papers

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Also known as

SSC SC

Co-occurring keywords

community detection (275) stochastic block model (146) graph clustering (194) graph laplacian (109) subspace clustering (122) dimensionality reduction (720) kernel methods (1096) graph theory (249) affinity matrix (38) unsupervised learning (3255)

Papers

Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NIPS 2016
Consistency of Cheeger and Ratio Graph Cuts JMLR 2016
Clustering Signed Networks with the Geometric Mean of Laplacians NIPS 2016
On Mixtures of Markov Chains NIPS 2016
Instance-Level Video Segmentation From Object Tracks CVPR 2016
Compressive Spectral Clustering ICML 2016
Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques INTERSPEECH 2016
Basis Learning as an Algorithmic Primitive COLT 2016
Spectral thresholds in the bipartite stochastic block model COLT 2016
Parallel Markov Chain Monte Carlo via Spectral Clustering AISTATS 2016
General Tensor Spectral Co-clustering for Higher-Order Data NIPS 2016
Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts ICCV 2015
Piecewise Flat Embedding for Image Segmentation ICCV 2015
A Divide and Conquer Framework for Distributed Graph Clustering ICML 2015
Spectral Clustering via the Power Method - Provably ICML 2015
Multi-Task Learning for Subspace Segmentation ICML 2015
A class of network models recoverable by spectral clustering NIPS 2015
Semi-Supervised Normalized Cuts for Image Segmentation ICCV 2015
Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015
Power-Law Graph Cuts AISTATS 2015
Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering ACML 2015
Partitioning Well-Clustered Graphs: Spectral Clustering Works! COLT 2015
Consistent estimation of dynamic and multi-layer block models ICML 2015
Graph Approximation and Clustering on a Budget AISTATS 2015
Multi-Manifold Modeling in Non-Euclidean spaces AISTATS 2015