SPTM-L2: Graph Representations and Analysis |
| Session Type: Lecture |
| Time: Tuesday, 5 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Danilo Mandic, Imperial College London |
| SPTM-L2.1: NODE-ASYNCHRONOUS SPECTRAL CLUSTERING ON DIRECTED GRAPHS |
| Oguzhan Teke; California Institute of Technology |
| P. P. Vaidyanathan; California Institute of Technology |
| SPTM-L2.2: ESTIMATING CENTRALITY BLINDLY FROM LOW-PASS FILTERED GRAPH SIGNALS |
| Yiran He; Chinese University of Hong Kong |
| Hoi To Wai; Chinese University of Hong Kong |
| SPTM-L2.3: BLIND INFERENCE OF CENTRALITY RANKINGS FROM GRAPH SIGNALS |
| T. Mitchell Roddenberry; Rice University |
| Santiago Segarra; Rice University |
| SPTM-L2.4: A LOW-DIMENSIONALITY METHOD FOR DATA-DRIVEN GRAPH LEARNING |
| Ljubisa Stankovic; University of Montenegro |
| Milos Dakovic; University of Montenegro |
| Danilo P. Mandic; Imperial College London |
| Milos Brajovic; University of Montenegro |
| Bruno Scalzo-Dees; Imperial College London |
| Anthony G. Constantinides; Imperial College London |
| SPTM-L2.5: METRIC REPRESENTATIONS OF NETWORKS: A UNIQUENESS RESULT |
| Santiago Segarra; Rice University |
| T. Mitchell Roddenberry; Rice University |
| Facundo Memoli; Ohio State University |
| Alejandro Ribeiro; University of Pennsylvania |
| SPTM-L2.6: ON THE STABILITY OF POLYNOMIAL SPECTRAL GRAPH FILTERS |
| Henry Kenlay; University of Oxford |
| Dorina Thanou; Swiss Data Science Center |
| Xiaowen Dong; University of Oxford |