Non-parametric Bayesian modeling of complex networks

20 December 2013

Papers citing "Non-parametric Bayesian modeling of complex networks"

20 / 20 papers shown

Title
Network and interaction models for data with hierarchical granularity via fragmentation and coagulation Lancelot F. James Juho Lee Nathan Ross 47 0 0 09 Aug 2024
Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey Jiaqi Wen Bogdan Gabrys Katarzyna Musial AI4CE 78 30 0 15 Feb 2022
Why the Rich Get Richer? On the Balancedness of Random Partition Models Changwoo J. Lee H. Sang 106 8 0 30 Jan 2022
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 68 22 0 16 Jul 2020
Bayesian Nonparametric Space Partitions: A Survey Xuhui Fan Bin Li Ling Luo Scott A. Sisson 138 14 0 26 Feb 2020
Smoothing Graphons for Modelling Exchangeable Relational Data Xuhui Fan Yaqiong Li Ling-Hao Chen Bin Li Scott A. Sisson 42 4 0 25 Feb 2020
Stochastic Blockmodels meet Graph Neural Networks Nikhil Mehta Lawrence Carin Piyush Rai BDL 66 83 0 14 May 2019
The Binary Space Partitioning-Tree Process Xuhui Fan Bin Li Scott A. Sisson 53 29 0 22 Mar 2019
Rectangular Bounding Process Xuhui Fan Bin Li Scott A. Sisson 64 19 0 10 Mar 2019
Neural Clustering Processes Ari Pakman Yueqi Wang Catalin Mitelut JinHyung Lee Liam Paninski BDL 26 5 0 28 Dec 2018
Locally Private Bayesian Inference for Count Models Aaron Schein Zhiwei Steven Wu Alexandra Schofield Mingyuan Zhou Hanna M. Wallach 156 37 0 22 Mar 2018
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks Shaobo Han David B. Dunson 43 6 0 03 Mar 2018
A Bayesian Method for Joint Clustering of Vectorial Data and Network Data Yunchuan Kong Xiaodan Fan 25 0 0 24 Oct 2017
Deep Generative Models for Relational Data with Side Information Changwei Hu Piyush Rai Lawrence Carin BDL 52 12 0 16 Jun 2017
Bayesian stochastic blockmodeling Tiago P. Peixoto 188 203 0 29 May 2017
Combining Random Walks and Nonparametric Bayesian Topic Model for Community Detection Ruimin Zhu Wenxin Jiang BDL 60 1 0 19 Jul 2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations Aaron Schein Mingyuan Zhou David M. Blei Hanna M. Wallach 71 89 0 06 Jun 2016
Stochastic Patching Process Xuhui Fan Bin Li Yi Wang Yang Wang Fang Chen 60 0 0 23 May 2016
Completely random measures for modelling block-structured networks Tue Herlau Mikkel N. Schmidt Morten Mørup 85 11 0 10 Jul 2015
A unified view of generative models for networks: models, methods, opportunities, and challenges Abigail Z. Jacobs A. Clauset 118 31 0 14 Nov 2014