Minh Tang
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Works (10)
2022 article
A statistical interpretation of spectral embedding: The generalised random dot product graph
Rubin-Delanchy, P., Cape, J., Tang, M., & Priebe, C. E. (2022, June 3). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY.
author keywords: graph embedding; networks; spectral clustering; stochastic block model
arxiv.org (repository)
Source: Web Of Science
Added: June 13, 2022
2022 journal article
Asymptotically efficient estimators for stochastic blockmodels: The naive MLE, the rank-constrained MLE, and the spectral estimator
BERNOULLI, 28(2), 1049–1073.
author keywords: Asymptotic efficiency; random dot product graph; stochastic blockmodels; asymptotic normality; spectral embedding
Source: Web Of Science
Added: March 28, 2022
2022 article
Numerical Tolerance for Spectral Decompositions of Random Matrices and Applications to Network Inference
Athreya, A., Lubberts, Z., Priebe, C. E., Park, Y., Tang, M., Lyzinski, V., … Lewis, B. W. (2022, July 18). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS.
author keywords: Optimal termination; Spectral decomposition; Statistical error
Source: Web Of Science
Added: July 26, 2022
2022 article
Popularity Adjusted Block Models are Generalized Random Dot Product Graphs
Koo, J., Tang, M., & Trosset, M. W. (2022, June 25). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS.
author keywords: Block models; Community detection; Generalized random dot product graphs; Network analysis; Sparse subspace clustering
Source: Web Of Science
Added: July 11, 2022
2022 journal article
Valid two-sample graph testing via optimal transport Procrustes and multiscale graph correlation with applications in connectomics
STAT, 11(1).
author keywords: brain networks; distance correlation; Drosophila mushroom body; random dot product graph
Source: Web Of Science
Added: February 14, 2022
2022 article
Vertex Nomination Between Graphs via Spectral Embedding and Quadratic Programming
Zheng, R., Lyzinski, V., Priebe, C. E., & Tang, M. (2022, May 13). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS.
author keywords: Correlated graphs; Generalized random dot product graphs; Point set registration; Vertex nomination
Source: Web Of Science
Added: May 23, 2022
2021 article
Eigenvalues of Stochastic Blockmodel Graphs and Random Graphs with Low-Rank Edge Probability Matrices
Athreya, A., Cape, J., & Tang, M. (2021, November 3). SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY.
author keywords: Random graphs; Stochastic blockmodels; Asymptotic normality; Eigenvalues distribution
Source: Web Of Science
Added: November 15, 2021
2021 journal article
On Estimation and Inference in Latent Structure Random Graphs
STATISTICAL SCIENCE, 36(1), 68–88.
author keywords: Latent structure random graphs; manifold learning; spectral graph inference; efficiency
Source: Web Of Science
Added: February 8, 2021
2020 journal article
Central limit theorems for classical multidimensional scaling
ELECTRONIC JOURNAL OF STATISTICS, 14(1), 2362–2394.
author keywords: Classical multidimensional scaling; dissimilarity matrix; perturbation analysis; central limit theorem
Source: Web Of Science
Added: August 3, 2020
2019 journal article
On spectral embedding performance and elucidating network structure in stochastic blockmodel graphs
NETWORK SCIENCE, 7(3), 269–291.
author keywords: stochastic blockmodel; Laplacian matrix; adjacency matrix; spectral embedding; network structure; core-periphery; Chernoff information
Source: Web Of Science
Added: November 4, 2019
