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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

Learning Robust Graph Neural Networks with Limited Supervision AISTATS 2023
Scalable Spectral Clustering with Group Fairness Constraints AISTATS 2023
Multi-class Graph Clustering via Approximated Effective $p$-Resistance ICML 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering NIPS 2023
Topological Point Cloud Clustering ICML 2023
BASiS: Batch Aligned Spectral Embedding Space CVPR 2023
Task-Specific Scene Structure Representations AAAI 2023
Consistency of Multiple Kernel Clustering ICML 2023
Kernelized Diffusion Maps COLT 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
On the Power of SVD in the Stochastic Block Model NIPS 2023
Higher-Order Spectral Clustering Under Superimposed Stochastic Block Models JMLR 2023
Crowdsourcing Regression: A Spectral Approach AISTATS 2022
DiSC: Differential Spectral Clustering of Features NIPS 2022
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks ICML 2022
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022
Community detection in sparse latent space models JMLR 2022
Detecting Latent Communities in Network Formation Models JMLR 2022
A Simple Approach to Automated Spectral Clustering NIPS 2022
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NIPS 2022
Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022
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