Hierarchical Block Structures and High-resolution Model Selection in Large Networks

16 October 2013

Papers citing "Hierarchical Block Structures and High-resolution Model Selection in Large Networks"

15 / 15 papers shown

Title
MDL-Pool: Adaptive Multilevel Graph Pooling Based on Minimum Description Length J. V. Pichowski Christopher Blöcker Ingo Scholtes 16 0 0 16 Sep 2024
Network reconstruction via the minimum description length principle Tiago P. Peixoto 18 5 0 02 May 2024
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs Clement D Lee Marco Battiston 19 0 0 18 Jan 2023
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost Sungjun Cho Seonwoo Min Jinwoo Kim Moontae Lee Honglak Lee Seunghoon Hong 30 3 0 27 Oct 2022
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method Sheyda Peyman M. Tang V. Lyzinski AAML 20 0 0 20 Aug 2022
20 years of network community detection S. Fortunato Mark E. J. Newman GNN 13 132 0 30 Jul 2022
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations Nikolaos Nakis Abdulkadir Çelikkanat Sune Lehmann Morten Mørup 11 7 0 12 Apr 2022
Systematic assessment of the quality of fit of the stochastic block model for empirical networks Felipe Vaca-Ramírez Tiago P. Peixoto 27 8 0 05 Jan 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths Tiago P. Peixoto 22 44 0 30 Nov 2021
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs Junhyung Ahn Adel M. Elmahdy S. Mohajer Changho Suh 8 7 0 12 Sep 2021
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification Alex Ruch 20 6 0 04 Jan 2020
Network reconstruction and community detection from dynamics Tiago P. Peixoto 6 116 0 26 Mar 2019
The ground truth about metadata and community detection in networks Leto Peel D. Larremore A. Clauset 30 442 0 20 Aug 2016
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models Tiago P. Peixoto TPM 33 202 0 16 Oct 2013
Parsimonious module inference in large networks Tiago P. Peixoto MoE 43 200 0 19 Dec 2012