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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

Differentially Private Analysis on Graph Streams AISTATS 2021
Statistical guarantees for local graph clustering JMLR 2021
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering ICML 2021
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NIPS 2021
Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering IJCAI 2021
The decomposition of the higher-order homology embedding constructed from the $k$-Laplacian NIPS 2021
DeepME: Deep Mixture Experts for Large-scale Image Classification IJCAI 2021
Clustering Partial Lexicographic Preference Trees (Student Abstract) AAAI 2021
Spectral Clustering with Graph Neural Networks for Graph Pooling ICML 2020
Optimal Bipartite Network Clustering JMLR 2020
On hyperparameter tuning in general clustering problemsm ICML 2020
New Advances in Speaker Diarization INTERSPEECH 2020
Connecting Spectral Clustering to Maximum Margins and Level Sets JMLR 2020
Hermitian matrices for clustering directed graphs: insights and applications AISTATS 2020
Robust Sub-Gaussian Principal Component Analysis and Width-Independent Schatten Packing NIPS 2020
Large-Scale Multi-View Subspace Clustering in Linear Time AAAI 2020
Lifelong Spectral Clustering AAAI 2020
Self-Attentive Similarity Measurement Strategies in Speaker Diarization INTERSPEECH 2020
Spectral Algorithms for Community Detection in Directed Networks JMLR 2020
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms JMLR 2020
Deep Learning for Community Detection: Progress, Challenges and Opportunities IJCAI 2020
A Bi-level Formulation for Label Noise Learning with Spectral Cluster Discovery IJCAI 2020
CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation NIPS 2020
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time IJCAI 2020
Sparse Subspace Clustering with Entropy-Norm ICML 2020