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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

Multi-view Spectral Clustering Network IJCAI 2019
Guarantees for Spectral Clustering with Fairness Constraints ICML 2019
Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Pseudo Supervised Matrix Factorization in Discriminative Subspace IJCAI 2019
Spectral Clustering in Heterogeneous Information Networks AAAI 2019
Subspace Structure-Aware Spectral Clustering for Robust Subspace Clustering ICCV 2019
Spectral Modification of Graphs for Improved Spectral Clustering NIPS 2019
Speaker Diarization with Lexical Information INTERSPEECH 2019
Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering AAAI 2019
The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering AAAI 2019
Hypergraph Optimization for Multi-Structural Geometric Model Fitting AAAI 2019
Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018
Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018
Bipartite Stochastic Block Models with Tiny Clusters NIPS 2018
Iterative Spectral Method for Alternative Clustering AISTATS 2018
Motion Segmentation by Exploiting Complementary Geometric Models CVPR 2018
Understanding Regularized Spectral Clustering via Graph Conductance NIPS 2018
Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs NAACL 2018
Local and Global Optimization Techniques in Graph-Based Clustering CVPR 2018
SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions ICML 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries ICML 2018
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR 2018
The Power Mean Laplacian for Multilayer Graph Clustering AISTATS 2018
Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering ICML 2018
The EURECOM Submission to the First DIHARD Challenge INTERSPEECH 2018