Content Gazette - December 2020 - 28

Contents

Volume 37 | Number 6 | November 2020

SPECIAL SECTION

128

GRAPH SIGNAL PROCESSING:
FOUNDATIONS AND EMERGING
DIRECTIONS

139

11
14
31

150

Yuichi Tanaka, Yonina C. Eldar,
Antonio Ortega, and Gene Cheung

BLUE-NOISE SAMPLING OF GRAPH
AND MULTIGRAPH SIGNALS

RANDOM NODE-ASYNCHRONOUS
GRAPH COMPUTATIONS

Oguzhan Teke and P.P. Vaidyanathan

COMMUNITY-AWARE GRAPH
SIGNAL PROCESSING

Miljan Petrovi´c, Raphaël Liégeois,
Thomas A.W. Bolton,
and Dimitri Van De Ville

SAMPLING SIGNALS ON GRAPHS

LOCALIZED SPECTRAL GRAPH
FILTER FRAMES

GRAPH SIGNAL PROCESSING
AND DEEP LEARNING

Mark Cheung, John Shi, Oren Wright,
Lavender Y. Jiang, Xujin Liu,
and José M.F. Moura

Antonio G. Marques, Negar Kiyavash,
José M.F. Moura, Dimitri Van De
Ville, and Rebecca Willett

David I. Shuman

Fernando Gama, Elvin Isufi,
Geert Leus, and Alejandro Ribeiro

FROM THE GUEST EDITORS

Daniel L. Lau, Gonzalo R. Arce,
Alejandro Parada-Mayorga,
Daniela Dapena, and
Karelia Pena-Pena

GRAPHS, CONVOLUTIONS,
AND NEURAL NETWORKS

ON THE COVER
This special issue includes 13 articles and introduces signal
processing (SP) researchers to the field of graph SP (GSP)
and to some of its most recent advances but also broadens
theimpact of the field by building bridges to related areas as
well as to identify additional relevant applications especially
suited to being addressed using GSP tools. The ultimate
objective is to serve as a catalyst to accelerate the generation of GSP-related results, hence contributing to the
advancement and understanding of the field.

160

MULTIWAY GRAPH SIGNAL
PROCESSING ON TENSORS

Jay S. Stanley III, Eric C. Chi,
and Gal Mishne

174

TOPOLOGICAL SIGNAL
PROCESSING
Sergio Barbarossa and
Stefania Sardellitti

COVER IMAGE: ©SHUTTERSTOCK.COM/OMELCHENKO

A USER GUIDE TO LOW-PASS
GRAPH SIGNAL PROCESSING AND
ITS APPLICATIONS
Raksha Ramakrishna, Hoi-To Wai,
and Anna Scaglione

SIGNAL PROCESSING
ON SIGNED GRAPHS

Thomas Dittrich and Gerald Matz

SIGNAL PROCESSING
ON DIRECTED GRAPHS

Antonio G. Marques, Santiago Segarra,
and Gonzalo Mateos

117
PG. 7

GRAPH SIGNAL PROCESSING
FOR MACHINE LEARNING

Xiaowen Dong, Dorina Thanou,
Laura Toni, Michael Bronstein,
and Pascal Frossard

PG. 202

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Digital Object Identifier 10.1109/MSP.2020.3019612

www.signalprocessingsociety.org 28 DECEMBER 2020
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