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 |