SPTM-P1: Adaptation and Learning over Graphs |
| Session Type: Poster |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Geert Leus, TU Delft |
| SPTM-P1.1: ADAPTATION AND LEARNING IN MULTI-TASK DECISION SYSTEMS |
| Stefano Marano; university of salerno |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| SPTM-P1.2: GRAPH METRIC LEARNING VIA GERSHGORIN DISC ALIGNMENT |
| Cheng Yang; York University |
| Gene Cheung; York University |
| Wei Hu; Peking University |
| SPTM-P1.3: LEARNING GRAPH INFLUENCE FROM SOCIAL INTERACTIONS |
| Vincenzo Matta; University of Salerno |
| Virginia Bordignon; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Augusto Santos; [None] |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| SPTM-P1.4: SOCIAL LEARNING WITH PARTIAL INFORMATION SHARING |
| Virginia Bordignon; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Vincenzo Matta; University of Salerno |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| SPTM-P1.5: NON-PARAMETRIC COMMUNITY CHANGE-POINTS DETECTION IN STREAMING GRAPH SIGNALS |
| André Ferrari; Université Côte d'Azur |
| Cédric Richard; Université Côte d'Azur |
| SPTM-P1.6: SPATIAL GATING STRATEGIES FOR GRAPH RECURRENT NEURAL NETWORKS |
| Luana Ruiz; University of Pennsylvania |
| Fernando Gama; University of Pennsylvania |
| Alejandro Ribeiro; University of Pennsylvania |
| SPTM-P1.7: LEARNING CONNECTIVITY AND HIGHER-ORDER INTERACTIONS IN RADIAL DISTRIBUTION GRIDS |
| Qiuling Yang; Beijing Institute of Technology |
| Mario Coutino; Delft University of Technology |
| Gang Wang; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |
| Geert Leus; Delft University of Technology |
| SPTM-P1.8: SEMI-SUPERVISED LEARNING OF PROCESSES OVER MULTI-RELATIONAL GRAPHS |
| Qin Lu; University of Minnesota |
| Vassilis N. Ioannidis; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |
| SPTM-P1.9: RECURSIVE PREDICTION OF GRAPH SIGNALS WITH INCOMING NODES |
| Arun Venkitaraman; KTH Royal Institute of Technology |
| Saikat Chatterjee; KTH Royal Institute of Technology |
| Bo Wahlberg; KTH Royal Institute of Technology |
| SPTM-P1.10: LEARNING SIGNED GRAPHS FROM DATA |
| Gerald Matz; Technische Universität Wien |
| Thomas Dittrich; Technische Universität Wien |
| SPTM-P1.11: FORECASTING MULTI-DIMENSIONAL PROCESSES OVER GRAPHS |
| Alberto Natali; Delft University of Technology |
| Elvin Isufi; Delft University of Technology |
| Geert Leus; Delft University of Technology |
| SPTM-P1.12: A REGULARIZATION FRAMEWORK FOR LEARNING OVER MULTITASK GRAPHS |
| Roula Nassif; American University of Beirut |
| Stefan Vlaski; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Cédric Richard; Universite de Nice Sophia-Antipolis |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |