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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

Multimodal Clustering with Role Induced Constraints for Speaker Diarization INTERSPEECH 2022
Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision COLING 2022
A Tighter Analysis of Spectral Clustering, and Beyond ICML 2022
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022
Simultaneous Graph Signal Clustering and Graph Learning ICML 2022
Understanding Doubly Stochastic Clustering ICML 2022
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022
Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021
Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering IJCAI 2021
Differentially Private Analysis on Graph Streams AISTATS 2021
Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021
Statistical guarantees for local graph clustering JMLR 2021
Geometric structure of graph Laplacian embeddings JMLR 2021
Statistical Guarantees for Local Spectral Clustering on Random Neighborhood Graphs JMLR 2021
Generalized Spectral Clustering via Gromov-Wasserstein Learning AISTATS 2021
Regularized spectral methods for clustering signed networks JMLR 2021
A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021
Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021
Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates JMLR 2021
Clustering Partial Lexicographic Preference Trees (Student Abstract) AAAI 2021
DeepME: Deep Mixture Experts for Large-scale Image Classification IJCAI 2021
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model AISTATS 2021
Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning AAAI 2021
The decomposition of the higher-order homology embedding constructed from the $k$-Laplacian NIPS 2021
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NIPS 2021