subspace clustering

122 papers

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Also known as

UOS SC SSC

Co-occurring keywords

spectral clustering (304) multi-view clustering (199) representation learning (6174) dimensionality reduction (720) affinity matrix (38) sparse representation (297) low-rank representation (71) matrix factorization (529) matrix completion (356) motion segmentation (79)

Papers

Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016

Learning Structured Low-Rank Representation via Matrix Factorization AISTATS 2016

Graph Connectivity in Noisy Sparse Subspace Clustering AISTATS 2016

High-Rank Matrix Completion and Clustering under Self-Expressive Models NIPS 2016

The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016

Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds CVPR 2016

Mixed Linear Regression with Multiple Components NIPS 2016

Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016

Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016

Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming CVPR 2016

Functional Subspace Clustering with Application to Time Series ICML 2015

Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization ICML 2015

Learning Transformations for Clustering and Classification JMLR 2015

Subspace Clustering by Mixture of Gaussian Regression CVPR 2015

A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015

Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015

Geometric Conditions for Subspace-Sparse Recovery ICML 2015

Differentially private subspace clustering NIPS 2015

Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015

Subspace Clustering with Irrelevant Features via Robust Dantzig Selector NIPS 2015

Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015

Diversity-Induced Multi-View Subspace Clustering CVPR 2015

Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015

Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering With Corrupted and Incomplete Data ICCV 2015