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Community Detection and Stochastic Block Models

29 March 2017

Papers citing "Community Detection and Stochastic Block Models"

50 / 538 papers shown

Title
An Experimental Study of the Transferability of Spectral Graph Networks Axel Nilsson Xavier Bresson 63 3 0 18 Dec 2020
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit Rungang Han Yuetian Luo Miaoyan Wang Anru R. Zhang 122 39 0 18 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 115 763 0 17 Dec 2020
Estimating Mixed-Memberships Using the Symmetric Laplacian Inverse Matrix Hu Qing Jingli Wang 33 0 0 17 Dec 2020
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks Yuhang Yao Carlee Joe-Wong GNN 36 23 0 16 Dec 2020
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Spectral clustering via adaptive layer aggregation for multi-layer networks Sihan Huang Haolei Weng Yang Feng 84 22 0 07 Dec 2020
Biclustering and Boolean Matrix Factorization in Data Streams S. Neumann Pauli Miettinen 50 6 0 05 Dec 2020
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks Shuxiao Chen Sifan Liu Zongming Ma 77 27 0 02 Dec 2020
Consistency of regularized spectral clustering in degree-corrected mixed membership model Huan Qing Jingli Wang 21 0 0 23 Nov 2020
$An exact $\sinΘ$ formula for matrix perturbation analysis and its applications$ An exact $\sinΘ$ formula for matrix perturbation analysis and its applications He Lyu Rongrong Wang 24 3 0 16 Nov 2020
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity Chen Lu S. Sen 53 22 0 15 Nov 2020
Robustness of Community Detection to Random Geometric Perturbations Sandrine Péché Vianney Perchet AAML 27 4 0 09 Nov 2020
Hypothesis testing with low-degree polynomials in the Morris class of exponential families Dmitriy Kunisky 37 8 0 07 Nov 2020
Regularized spectral methods for clustering signed networks Ning Zhang A. Singh Déborah Sulem Hemant Tyagi 63 19 0 03 Nov 2020
Fast Network Community Detection with Profile-Pseudo Likelihood Methods Jiangzhou Wang Jingfei Zhang Binghui Liu Ji Zhu Jianhua Guo 74 29 0 01 Nov 2020
On Graph Neural Networks versus Graph-Augmented MLPs Lei Chen Zhengdao Chen Joan Bruna 76 46 0 28 Oct 2020
Federated Learning From Big Data Over Networks Y. Sarcheshmehpour M. Leinonen A. Jung FedML 70 17 0 27 Oct 2020
Network topology change-point detection from graph signals with prior spectral signatures Chiraag Kaushik T. Roddenberry Santiago Segarra 34 4 0 21 Oct 2020
k-simplex2vec: a simplicial extension of node2vec Celia Hacker 57 19 0 12 Oct 2020
Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks E. Meirom Haggai Maron Shie Mannor Gal Chechik 57 49 0 11 Oct 2020
Near-Optimal Comparison Based Clustering Michaël Perrot Pascal Esser Debarghya Ghoshdastidar 43 12 0 08 Oct 2020
Broadcasting on Two-Dimensional Regular Grids A. Makur Elchanan Mossel Yury Polyanskiy 8 6 0 03 Oct 2020
Linear-Sample Learning of Low-Rank Distributions Ayush Jain A. Orlitsky BDL 13 1 0 30 Sep 2020
Sketch-based community detection in evolving networks Andre Beckus George Atia 38 1 0 24 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 116 50 0 24 Sep 2020
Higher-Order Spectral Clustering for Geometric Graphs Konstantin Avrachenkov Andrei Bobu Maximilien Dreveton 70 10 0 23 Sep 2020
Recent Developments on Factor Models and its Applications in Econometric Learning Jianqing Fan Kunpeng Li Yuan Liao 80 16 0 21 Sep 2020
Overlapping community detection in networks via sparse spectral decomposition Jesús Arroyo Elizaveta Levina 80 4 0 20 Sep 2020
Detectability of hierarchical communities in networks Leto Peel Michael T. Schaub 37 4 0 16 Sep 2020
Hierarchical community structure in networks Michael T. Schaub Jiaze Li Leto Peel 51 20 0 15 Sep 2020
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks Jingqiu Ding Samuel B. Hopkins David Steurer 47 10 0 31 Aug 2020
Exact Recovery of Community Detection in k-Community Gaussian Mixture Model Zhongyan Li 67 1 0 29 Aug 2020
Is the space complexity of planted clique recovery the same as that of detection? Jay Mardia 8 1 0 28 Aug 2020
Community recovery in non-binary and temporal stochastic block models Konstantin Avrachenkov Maximilien Dreveton Lasse Leskelä 92 10 0 11 Aug 2020
Community models for networks observed through edge nominations Tianxi Li Elizaveta Levina Ji Zhu 28 3 0 09 Aug 2020
Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos Subhro Ghosh Krishnakumar Balasubramanian Xiaochuan Yang 39 3 0 07 Aug 2020
Community detection in sparse latent space models Fengnan Gao Zongming Ma Hongsong Yuan 40 4 0 04 Aug 2020
Almost exact recovery in noisy semi-supervised learning Konstantin Avrachenkov Maximilien Dreveton NoLa 56 1 0 29 Jul 2020
Message Passing Least Squares Framework and its Application to Rotation Synchronization Yunpeng Shi Gilad Lerman 123 37 0 27 Jul 2020
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 68 22 0 16 Jul 2020
Block Model Guided Unsupervised Feature Selection Zilong Bai H. Nguyen Ian Davidson 21 2 0 05 Jul 2020
On spectral algorithms for community detection in stochastic blockmodel graphs with vertex covariates Cong Mu A. Mele Lingxin Hao Joshua Cape A. Athreya Carey E. Priebe 53 11 0 04 Jul 2020
Belief Propagation Neural Networks Jonathan Kuck Shuvam Chakraborty Hao Tang Rachel Luo Jiaming Song Ashish Sabharwal Stefano Ermon 108 40 0 01 Jul 2020
Towards analyzing large graphs with quantum annealing and quantum gate computers H. Reittu Ville Kotovirta Lasse Leskelä H. Rummukainen Tomi D. Räty 24 8 0 30 Jun 2020
Hypergraph Random Walks, Laplacians, and Clustering Koby Hayashi Sinan G. Aksoy C. Park Haesun Park 57 56 0 29 Jun 2020
Non-Convex Exact Community Recovery in Stochastic Block Model Peng Wang Zirui Zhou Anthony Man-Cho So 65 9 0 29 Jun 2020
Community detection and percolation of information in a geometric setting Ronen Eldan Dan Mikulincer Hester Frederiek Pieters 69 9 0 28 Jun 2020
A metric on directed graphs and Markov chains based on hitting probabilities Z. Boyd Nicolas Fraiman J. Marzuola P. Mucha Braxton Osting Jonathan Weare 54 9 0 25 Jun 2020
Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees Solveig Klepper C. Elbracht Diego Fioravanti Jakob Kneip Luca Rendsburg Maximilian Teegen U. V. Luxburg 53 6 0 25 Jun 2020