Joint Network Topology Inference via a Shared Graphon Model

17 September 2022

Papers citing "Joint Network Topology Inference via a Shared Graphon Model"

9 / 9 papers shown

Title
Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data Samuel Rey Ernesto Curbelo Luca Martino F. Llorente Antonio G. Marques 39 0 0 25 Mar 2025
Scalable Implicit Graphon Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra GNN 31 0 0 22 Oct 2024
Online Network Inference from Graph-Stationary Signals with Hidden Nodes Andrei Buciulea Madeline Navarro Samuel Rey Santiago Segarra Antonio G. Marques GNN 21 1 0 13 Sep 2024
Multiview Graph Learning with Consensus Graph Abdullah Karaaslanli Selin Aviyente 10 2 0 24 Jan 2024
Recovering Missing Node Features with Local Structure-based Embeddings Victor M. Tenorio Madeline Navarro Santiago Segarra Antonio G. Marques 17 2 0 16 Sep 2023
Joint graph learning from Gaussian observations in the presence of hidden nodes Samuel Rey Madeline Navarro Andrei Buciulea Santiago Segarra A. Marques CML 21 4 0 04 Dec 2022
Joint inference of multiple graphs with hidden variables from stationary graph signals Samuel Rey Andrei Buciulea Madeline Navarro Santiago Segarra A. Marques 30 8 0 05 Oct 2021
Learning Graphons via Structured Gromov-Wasserstein Barycenters Hongteng Xu Dixin Luo Lawrence Carin H. Zha 44 28 0 10 Dec 2020
Time Varying Undirected Graphs Shuheng Zhou John D. Lafferty Larry A. Wasserman 114 240 0 20 Feb 2008