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eigenvector analysis

7 papers

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Co-occurring keywords · papers mentioning both

spectral clustering (4) stochastic block model (3) graph theory (3) network analysis (2) community detection (2) graph clustering (2) eigenvector norm (1) genie-aided estimator (1) normalized cut (1) cluster coherence (1)

Papers

Exact Community Recovery under Side Information: Optimality of Spectral Algorithms ICLR 2025 A Tighter Analysis of Spectral Clustering, and Beyond ICML 2022 Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs NeurIPS 2019 How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? ICML 2017 Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NeurIPS 2013 Subgraph Detection Using Eigenvector L1 Norms NeurIPS 2010 Fundamental Limitations of Spectral Clustering NeurIPS 2006