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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

Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective NIPS 2024
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models NIPS 2024
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering NIPS 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time NIPS 2023
Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning NIPS 2023
Total Variation Graph Neural Networks ICML 2023
Lifelong Multi-view Spectral Clustering IJCAI 2023
Learning Mixtures of Markov Chains and MDPs ICML 2023
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees ICML 2023
Free Lunch for Efficient Textual Commonsense Integration in Language Models ACL 2023
BASiS: Batch Aligned Spectral Embedding Space CVPR 2023
Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering AAAI 2023
Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation WACV 2023
Community models for networks observed through edge nominations JMLR 2023
Topological Point Cloud Clustering ICML 2023
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption ICML 2023
Federated Spectral Clustering via Secure Similarity Reconstruction NIPS 2023
Higher-Order Spectral Clustering Under Superimposed Stochastic Block Models JMLR 2023
Adaptive Graph Convolutional Subspace Clustering CVPR 2023
Autoregressive Networks JMLR 2023
Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023
Consistency of Multiple Kernel Clustering ICML 2023
Deep Multi-view Subspace Clustering with Anchor Graph IJCAI 2023