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Joint graph learning from Gaussian observations in the presence of
hidden nodes

Joint graph learning from Gaussian observations in the presence of hidden nodes

4 December 2022

Madeline Navarro

Andrei Buciulea

Santiago Segarra

Papers citing "Joint graph learning from Gaussian observations in the presence of hidden nodes"

11 / 11 papers shown

Title
Joint Network Topology Inference via a Shared Graphon Model Madeline Navarro Santiago Segarra 61 10 0 17 Sep 2022
Accelerated Graph Learning from Smooth Signals S. S. Saboksayr Gonzalo Mateos 46 22 0 19 Oct 2021
Joint inference of multiple graphs with hidden variables from stationary graph signals Samuel Rey Andrei Buciulea Madeline Navarro Santiago Segarra A. Marques 37 8 0 05 Oct 2021
Graph Learning: A Survey Feng Xia Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 50 347 0 03 May 2021
Joint Inference of Multiple Graphs from Matrix Polynomials Madeline Navarro Yuhao Wang A. Marques Caroline Uhler Santiago Segarra 32 29 0 16 Oct 2020
Structured Graph Learning Via Laplacian Spectral Constraints Sandeep Kumar Jiaxi Ying J. Cardoso Daniel P. Palomar 74 57 0 24 Sep 2019
Inference for multiple heterogeneous networks with a common invariant subspace Jesús Arroyo A. Athreya Joshua Cape Guodong Chen Carey E. Priebe Joshua T. Vogelstein 47 114 0 24 Jun 2019
How to learn a graph from smooth signals Vassilis Kalofolias 45 509 0 11 Jan 2016
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 70 3,962 0 31 Oct 2012
Latent variable graphical model selection via convex optimization V. Chandrasekaran P. Parrilo A. Willsky CML 132 509 0 06 Aug 2010
$High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence$ High-dimensional covariance estimation by minimizing $\ell_1$ -penalized log-determinant divergence Pradeep Ravikumar Martin J. Wainwright Garvesh Raskutti Bin Yu 155 874 0 21 Nov 2008

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