Flexible inference in heterogeneous and attributed multilayer networks

31 May 2024

Papers citing "Flexible inference in heterogeneous and attributed multilayer networks"

11 / 11 papers shown

Title
Broad Spectrum Structure Discovery in Large-Scale Higher-Order Networks John Hood Caterina De Bacco Aaron Schein GNN 40 0 0 27 May 2025
Laplace Matching for fast Approximate Inference in Latent Gaussian Models Marius Hobbhahn Philipp Hennig BDL 23 2 0 07 May 2021
Handling Incomplete Heterogeneous Data using VAEs A. Nazábal Pablo Martínez Olmos Zoubin Ghahramani Isabel Valera 54 345 0 10 Jul 2018
Stochastic Block Models with Multiple Continuous Attributes Natalie Stanley T. Bonacci Roland Kwitt Marc Niethammer P. Mucha 33 64 0 07 Mar 2018
General Latent Feature Models for Heterogeneous Datasets Isabel Valera Melanie F. Pradier Maria Lomeli Zoubin Ghahramani 34 18 0 12 Jun 2017
Network structure, metadata and the prediction of missing nodes and annotations Darko Hric Tiago P. Peixoto S. Fortunato 32 90 0 01 Apr 2016
Automatic Differentiation Variational Inference A. Kucukelbir Dustin Tran Rajesh Ranganath Andrew Gelman David M. Blei 77 711 0 02 Mar 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 198 4,748 0 04 Jan 2016
Structure and inference in annotated networks Mark E. J. Newman A. Clauset 67 350 0 14 Jul 2015
Mixed-Membership of Experts Stochastic Blockmodel Arthur J. White T. B. Murphy 144 39 0 01 Apr 2014
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 162 980 0 29 Dec 2009