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Avanti Athreya
Avanti Athreya
Applied Mathematics and Statistics, Johns Hopkins University
Verified email at jhu.edu
Title
Cited by
Cited by
Year
Statistical inference on random dot product graphs: a survey
A Athreya, DE Fishkind, M Tang, CE Priebe, Y Park, JT Vogelstein, ...
Journal of Machine Learning Research 18 (226), 1-92, 2018
2552018
Community detection and classification in hierarchical stochastic blockmodels
V Lyzinski, M Tang, A Athreya, Y Park, CE Priebe
IEEE Transactions on Network Science and Engineering 4 (1), 13-26, 2016
1612016
A semiparametric two-sample hypothesis testing problem for random graphs
M Tang, A Athreya, DL Sussman, V Lyzinski, Y Park, CE Priebe
Journal of Computational and Graphical Statistics 26 (2), 344-354, 2017
1312017
Perfect clustering for stochastic blockmodel graphs via adjacency spectral embedding
V Lyzinski, DL Sussman, M Tang, A Athreya, CE Priebe
1312014
A limit theorem for scaled eigenvectors of random dot product graphs
A Athreya, CE Priebe, M Tang, V Lyzinski, DJ Marchette, DL Sussman
Sankhya A 78, 1-18, 2016
1272016
Inference for multiple heterogeneous networks with a common invariant subspace
J Arroyo, A Athreya, J Cape, G Chen, CE Priebe, JT Vogelstein
Journal of Machine Learning Research 22 (142), 1-49, 2021
1072021
A nonparametric two-sample hypothesis testing problem for random graphs
M Tang, A Athreya, DL Sussman, V Lyzinski, CE Priebe
972017
On a two-truths phenomenon in spectral graph clustering
CE Priebe, Y Park, JT Vogelstein, JM Conroy, V Lyzinski, M Tang, ...
Proceedings of the National Academy of Sciences 116 (13), 5995-6000, 2019
832019
Propagating Lyapunov functions to prove noise-induced stabilization
A Athreya, T Kolba, J Mattingly
492012
On estimation and inference in latent structure random graphs
A Athreya, M Tang, Y Park, CE Priebe
472021
A central limit theorem for an omnibus embedding of multiple random dot product graphs
K Levin, A Athreya, M Tang, V Lyzinski, CE Priebe
2017 IEEE international conference on data mining workshops (ICDMW), 964-967, 2017
412017
Semiparametric spectral modeling of the Drosophila connectome
CE Priebe, Y Park, M Tang, A Athreya, V Lyzinski, JT Vogelstein, Y Qin, ...
arXiv preprint arXiv:1705.03297, 2017
282017
A central limit theorem for an omnibus embedding of random dot product graphs
K Levin, A Athreya, M Tang, V Lyzinski, CE Priebe
arXiv preprint arXiv:1705.09355, 2017
272017
A central limit theorem for an omnibus embedding of multiple random graphs and implications for multiscale network inference
K Levin, A Athreya, M Tang, V Lyzinski, Y Park, CE Priebe
arXiv preprint arXiv:1705.09355, 2017
262017
Asymptotic analysis of microtubule-based transport by multiple identical molecular motors
SA McKinley, A Athreya, J Fricks, PR Kramer
Journal of theoretical biology 305, 54-69, 2012
252012
A nonparametric two-sample hypothesis testing problem for random dot product graphs
M Tang, A Athreya, DL Sussman, V Lyzinski, CE Priebe
arXiv preprint arXiv:1409.2344, 2014
142014
On spectral algorithms for community detection in stochastic blockmodel graphs with vertex covariates
C Mu, A Mele, L Hao, J Cape, A Athreya, CE Priebe
IEEE Transactions on Network Science and Engineering 9 (5), 3373-3384, 2022
122022
Eigenvalues of stochastic Blockmodel graphs and random graphs with low-rank edge probability matrices
A Athreya, J Cape, M Tang
Sankhya A, 1-28, 2022
122022
The importance of being correlated: Implications of dependence in joint spectral inference across multiple networks
K Pantazis, A Athreya, J Arroyo, WN Frost, ES Hill, V Lyzinski
Journal of Machine Learning Research 23 (141), 1-77, 2022
122022
Multiple network embedding for anomaly detection in time series of graphs
G Chen, J Arroyo, A Athreya, J Cape, JT Vogelstein, Y Park, C White, ...
arXiv preprint arXiv:2008.10055, 2020
122020
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