Technical Program

SPTM-L4: Signal Processing Over Graphs I

Session Type: Lecture
Time: Thursday, May 16, 08:00 - 10:00
Location: Syndicate 2
Session Chairs: Geert Leus, Delft University of Technology and Gerald Matz, TU Wien
 
SPTM-L4.1: SPECTRUM-ADAPTED POLYNOMIAL APPROXIMATION FOR MATRIX FUNCTIONS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Li Fan; Macalester College
         David Shuman; Macalester College
         Shashanka Ubaru; IBM
         Yousef Saad; University of Minnesota
 
SPTM-L4.2: SPECTRAL PARTITIONING OF TIME-VARYING NETWORKS WITH UNOBSERVED EDGES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Michael Schaub; Massachusetts Institute of Technology
         Santiago Segarra; Rice University
         Hoi-To Wai; The Chinese University of Hong Kong
 
SPTM-L4.3: AGGREGATION GRAPH NEURAL NETWORKS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Fernando Gama; University of Pennsylvania
         Antonio G. Marques; King Juan Carlos University
         Alejandro Ribeiro; University of Pennsylvania
         Geert Leus; Delft University of Technology
 
SPTM-L4.4: COMMUNITY INFERENCE FROM GRAPH SIGNALS WITH HIDDEN NODES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Hoi-To Wai; The Chinese University of Hong Kong
         Yonina C. Eldar; Technion
         Asuman Ozdaglar; Massachusetts Institute of Technology
         Anna Scaglione; Arizona State University
 
SPTM-L4.5: SEMI-SUPERVISED MULTICLASS CLUSTERING BASED ON SIGNED TOTAL VARIATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Peter Berger; TU Wien
         Thomas Dittrich; TU Wien
         Gabor Hannak; TU Wien
         Gerald Matz; TU Wien
 
SPTM-L4.6: SMOOTH SIGNAL RECOVERY ON PRODUCT GRAPHS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Rohan Varma; Carnegie Mellon University
         Jelena Kovačević; New York University