Hypothesis Testing for Automated Community Detection in Networks

12 November 2013

Papers citing "Hypothesis Testing for Automated Community Detection in Networks"

19 / 19 papers shown

Title
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs Yun Wang Chrysanthi Kosyfaki S. Amer-Yahia Reynold Cheng 24 0 0 20 Mar 2024
On the Randić index and its variants of network data Ming Yuan 24 10 0 31 Aug 2023
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method Sheyda Peyman M. Tang V. Lyzinski AAML 28 0 0 20 Aug 2022
Estimating Graph Dimension with Cross-validated Eigenvalues Fan Chen S. Roch Karl Rohe Shuqi Yu 25 12 0 06 Aug 2021
Spectral goodness-of-fit tests for complete and partial network data Shane Lubold Bolun Liu Tyler H. McCormick 22 3 0 17 Jun 2021
A Goodness-of-fit Test on the Number of Biclusters in a Relational Data Matrix C. Watanabe Taiji Suzuki 25 0 0 23 Feb 2021
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 34 5 0 02 Jun 2020
Edgeworth expansions for network moments Yuan Zhang Dong Xia 32 25 0 14 Apr 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 40 64 0 10 Feb 2020
Goodness-of-fit Test for Latent Block Models C. Watanabe Taiji Suzuki 37 5 0 10 Jun 2019
Optimal Adaptivity of Signed-Polygon Statistics for Network Testing Jiashun Jin Z. Ke Shengming Luo 28 43 0 21 Apr 2019
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 28 142 0 28 Feb 2018
Two-sample Hypothesis Testing for Inhomogeneous Random Graphs D. Ghoshdastidar Maurilio Gutzeit Alexandra Carpentier U. V. Luxburg 24 54 0 04 Jul 2017
Provable Estimation of the Number of Blocks in Block Models Bowei Yan Purnamrita Sarkar Xiuyuan Cheng 27 32 0 24 May 2017
The Kato--Temple inequality and eigenvalue concentration with applications to graph inference Joshua Cape M. Tang Carey E. Priebe 16 7 0 19 Mar 2016
Network modularity in the presence of covariates B. Franke P. Wolfe 11 8 0 03 Mar 2016
A goodness-of-fit test for stochastic block models Jing Lei 27 180 0 16 Dec 2014
Detecting Overlapping Communities in Networks Using Spectral Methods Yuan Zhang Elizaveta Levina Ji Zhu 43 103 0 10 Dec 2014
A nonparametric two-sample hypothesis testing problem for random dot product graphs M. Tang A. Athreya D. Sussman V. Lyzinski Carey E. Priebe 30 36 0 08 Sep 2014