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Joint Inference of Multiple Graphs from Matrix Polynomials

Joint Inference of Multiple Graphs from Matrix Polynomials

16 October 2020
Madeline Navarro
Yuhao Wang
A. Marques
Caroline Uhler
Santiago Segarra
ArXiv (abs)PDFHTML

Papers citing "Joint Inference of Multiple Graphs from Matrix Polynomials"

15 / 15 papers shown
Title
Estimating Fair Graphs from Graph-Stationary Data
Estimating Fair Graphs from Graph-Stationary Data
Madeline Navarro
Andrei Buciulea
Samuel Rey
A. Marques
Santiago Segarra
146
0
0
08 Oct 2025
On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective
On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective
Ning Zhang
Henry Kenlay
Li Zhang
Mihai Cucuringu
Xiaowen Dong
GNNAAML
360
0
0
01 Jun 2025
Online Network Inference from Graph-Stationary Signals with Hidden Nodes
Online Network Inference from Graph-Stationary Signals with Hidden NodesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Andrei Buciulea
Madeline Navarro
Samuel Rey
Santiago Segarra
Antonio G. Marques
GNN
170
3
0
13 Sep 2024
Polynomial Graphical Lasso: Learning Edges from Gaussian
  Graph-Stationary Signals
Polynomial Graphical Lasso: Learning Edges from Gaussian Graph-Stationary SignalsIEEE Transactions on Signal Processing (IEEE TSP), 2024
Andrei Buciulea
Jiaxi Ying
Antonio G. Marques
Daniel P. Palomar
169
10
0
03 Apr 2024
Learning Cartesian Product Graphs with Laplacian Constraints
Learning Cartesian Product Graphs with Laplacian Constraints
Changhao Shi
Zhengchao Wan
219
1
0
12 Feb 2024
Multiview Graph Learning with Consensus Graph
Multiview Graph Learning with Consensus GraphIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024
Abdullah Karaaslanli
Selin Aviyente
179
4
0
24 Jan 2024
Graph Laplacian Learning with Exponential Family Noise
Graph Laplacian Learning with Exponential Family NoiseIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2023
Changhao Shi
Zhengchao Wan
246
2
0
14 Jun 2023
LogSpecT: Feasible Graph Learning Model from Stationary Signals with
  Recovery Guarantees
LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery GuaranteesNeural Information Processing Systems (NeurIPS), 2023
Shangyuan Liu
Lingling Zhu
Anthony Man-Cho So
113
1
0
02 May 2023
Joint graph learning from Gaussian observations in the presence of
  hidden nodes
Joint graph learning from Gaussian observations in the presence of hidden nodesAsilomar Conference on Signals, Systems and Computers (ACSSC), 2022
Samuel Rey
Madeline Navarro
Andrei Buciulea
Santiago Segarra
A. Marques
CML
160
5
0
04 Dec 2022
Learning Product Graphs from Spectral Templates
Learning Product Graphs from Spectral TemplatesIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2022
A. Einizade
S. H. Sardouie
146
8
0
05 Nov 2022
Joint Network Topology Inference via a Shared Graphon Model
Joint Network Topology Inference via a Shared Graphon ModelIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022
Madeline Navarro
Santiago Segarra
160
16
0
17 Sep 2022
Online Inference for Mixture Model of Streaming Graph Signals with
  Non-White Excitation
Online Inference for Mixture Model of Streaming Graph Signals with Non-White ExcitationIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022
Yiran He
Hoi-To Wai
214
4
0
28 Jul 2022
Graphon-aided Joint Estimation of Multiple Graphs
Graphon-aided Joint Estimation of Multiple GraphsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Madeline Navarro
Santiago Segarra
108
2
0
11 Feb 2022
Joint inference of multiple graphs with hidden variables from stationary
  graph signals
Joint inference of multiple graphs with hidden variables from stationary graph signals
Samuel Rey
Andrei Buciulea
Madeline Navarro
Santiago Segarra
A. Marques
170
10
0
05 Oct 2021
Joint Network Topology Inference via Structured Fusion Regularization
Joint Network Topology Inference via Structured Fusion Regularization
Yanli Yuan
D. Soh
Xiao Yang
Kun Guo
Tony Q.S. Quek
261
2
0
05 Mar 2021
1