Distributed Signal Processing via Chebyshev Polynomial Approximation

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Distributed Signal Processing via Chebyshev Polynomial Approximation

22 November 2011

P. Vandergheynst

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Papers citing "Distributed Signal Processing via Chebyshev Polynomial Approximation"

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Title
Learning Optimal Graph Filters for Clustering of Attributed Graphs Meiby Ortiz-Bouza Selin Aviyente GNN 102 1 0 09 Nov 2022
Probabilistic partition of unity networks for high-dimensional regression problems Tiffany Fan N. Trask M. DÉlia Eric F. Darve 58 1 0 06 Oct 2022
Analysis of the Spatio-temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory R. Geng Yixian Gao Hongkun Zhang Jian Zu 113 6 0 28 Jul 2022
Simplicial Convolutional Filters Maosheng Yang Elvin Isufi Michael T. Schaub G. Leus 93 34 0 27 Jan 2022
Stability of Graph Convolutional Neural Networks to Stochastic Perturbations Zhangyang Gao Elvin Isufi Alejandro Ribeiro GNN 61 25 0 19 Jun 2021
Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks N. Emirov Cheng Cheng Qiyu Sun Z. Qu 29 4 0 23 Nov 2020
Unrolling of Deep Graph Total Variation for Image Denoising Huy Vu Gene Cheung Yonina C. Eldar 135 23 0 21 Oct 2020
Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison (Extended Cut) D. Shuman 61 45 0 19 Jun 2020
EdgeNets:Edge Varying Graph Neural Networks Elvin Isufi Fernando Gama Alejandro Ribeiro GNN 93 82 0 21 Jan 2020
Multitask learning over graphs: An Approach for Distributed, Streaming Machine Learning Roula Nassif Stefan Vlaski C. Richard Jie Chen Ali H. Sayed 77 74 0 07 Jan 2020
A literature survey of matrix methods for data science Martin Stoll 65 20 0 17 Dec 2019
$L^γ$ -PageRank for Semi-Supervised Learning Esteban Bautista P. Abry Paulo Gonçalves 35 15 0 11 Mar 2019
Learning over Multitask Graphs -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 41 12 0 22 May 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 201 288 0 01 May 2018
Fast Approximate Spectral Clustering for Dynamic Networks Lionel Martin Andreas Loukas P. Vandergheynst 133 18 0 12 Jun 2017