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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

Latent Space Sparse Subspace Clustering ICCV 2013
Scalable Sparse Subspace Clustering CVPR 2013
Constraints as Features CVPR 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
Online Motion Segmentation Using Dynamic Label Propagation ICCV 2013
Maximum Volume Clustering: A New Discriminative Clustering Approach JMLR 2013
Efficient Higher-Order Clustering on the Grassmann Manifold ICCV 2013
Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013
Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013
Curvature-Aware Regularization on Riemannian Submanifolds ICCV 2013
Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines CVPR 2013
Weakly-Supervised Dual Clustering for Image Semantic Segmentation CVPR 2013
Robust Object Co-detection CVPR 2013
The Generalized Laplacian Distance and Its Applications for Visual Matching CVPR 2013
Constrained 1-Spectral Clustering AISTATS 2012
Fusion with Diffusion for Robust Visual Tracking NIPS 2012
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally JMLR 2012
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012
Convergence and Energy Landscape for Cheeger Cut Clustering NIPS 2012
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk NIPS 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
Noise Thresholds for Spectral Clustering NIPS 2011
Sparse Manifold Clustering and Embedding NIPS 2011
Co-regularized Multi-view Spectral Clustering NIPS 2011
Dimensionality Reduction for Spectral Clustering AISTATS 2011