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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

Sparse Subspace Clustering with Entropy-Norm ICML 2020
On hyperparameter tuning in general clustering problemsm ICML 2020
A Three-Level Optimization Model for Nonlinearly Separable Clustering AAAI 2020
Self-Attentive Similarity Measurement Strategies in Speaker Diarization INTERSPEECH 2020
RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace AAAI 2019
Deep Learning for Orca Call Type Identification — A Fully Unsupervised Approach INTERSPEECH 2019
Spectral Feature Transformation for Person Re-Identification ICCV 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
Solving graph compression via optimal transport NIPS 2019
Pseudo Supervised Matrix Factorization in Discriminative Subspace IJCAI 2019
Speaker Diarization with Lexical Information INTERSPEECH 2019
Selective Sampling-based Scalable Sparse Subspace Clustering NIPS 2019
Learning by Unsupervised Nonlinear Diffusion JMLR 2019
SPONGE: A generalized eigenproblem for clustering signed networks AISTATS 2019
Subspace Structure-Aware Spectral Clustering for Robust Subspace Clustering ICCV 2019
Analysis of spectral clustering algorithms for community detection: the general bipartite setting JMLR 2019
Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds JMLR 2019
LSTM Based Similarity Measurement with Spectral Clustering for Speaker Diarization INTERSPEECH 2019
Online Factorization and Partition of Complex Networks by Random Walk UAI 2019
Self-Supervised Deep Multi-View Subspace Clustering ACML 2019
Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Guarantees for Spectral Clustering with Fairness Constraints ICML 2019
Hypergraph Optimization for Multi-Structural Geometric Model Fitting AAAI 2019
Multi-view Spectral Clustering Network IJCAI 2019