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2023 journal article
A Theoretical Analysis of DeepWalk and Node2vec for Exact Recovery of Community Structures in Stochastic Blockmodels
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 46(2), 1065–1078.
2023 journal article
Hypothesis testing for equality of latent positions in random graphs
BERNOULLI, 29(4), 3221–3254.
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.
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.
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.
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.
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.
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.
2021 journal article
Valid two-sample graph testing via optimal transport Procrustes and multiscale graph correlation with applications in connectomics
STAT, 11(1).
2020 journal article
Central limit theorems for classical multidimensional scaling
ELECTRONIC JOURNAL OF STATISTICS, 14(1), 2362–2394.
2020 journal article
On Estimation and Inference in Latent Structure Random Graphs
STATISTICAL SCIENCE, 36(1), 68–88.
2019 journal article
On spectral embedding performance and elucidating network structure in stochastic blockmodel graphs
NETWORK SCIENCE, 7(3), 269–291.
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