2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SPTM-15: Graph Topology Inference and Clustering |
| Session Type: Poster |
| Time: Thursday, 10 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Elvin Isufi, Delft University of Technology |
| SPTM-15.1: LEARNING BOLLOBÁS-RIORDAN GRAPHS UNDER PARTIAL OBSERVABILITY |
| Michele Cirillo; University of Salerno |
| Vincenzo Matta; University of Salerno |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| SPTM-15.2: LEARNING SPARSE GRAPH LAPLACIAN WITH K EIGENVECTOR PRIOR VIA ITERATIVE GLASSO AND PROJECTION |
| Saghar Bagheri; York University |
| Gene Cheung; York University |
| Antonio Ortega; University of Southern California |
| Fen Wang; Xidian University |
| SPTM-15.3: LEARNING MIXED MEMBERSHIP FROM ADJACENCY GRAPH VIA SYSTEMATIC EDGE QUERY: IDENTIFIABILITY AND ALGORITHM |
| Shahana Ibrahim; Oregon State University |
| Xiao Fu; Oregon State University |
| SPTM-15.4: CONVERGENCE ANALYSIS OF THE GRAPH-TOPOLOGY-INFERENCE KERNEL LMS ALGORITHM |
| Mircea Moscu; Université Côte d'Azur |
| Ricardo Borsoi; Université Côte d'Azur |
| Cédric Richard; Université Côte d'Azur |
| SPTM-15.5: AN EFFICIENT ALTERNATING DIRECTION METHOD FOR GRAPH LEARNING FROM SMOOTH SIGNALS |
| Xiaolu Wang; The Chinese University of Hong Kong |
| Chaorui Yao; The Chinese University of Hong Kong |
| Haoyu Lei; The Chinese University of Hong Kong |
| Anthony Man-Cho So; The Chinese University of Hong Kong |
| SPTM-15.6: TOPOLOGICAL VOLTERRA FILTERS |
| Geert Leus; Delft University of Technology |
| Maosheng Yang; Delft University of Technology |
| Mario Coutino; Delft University of Technology |
| Elvin Isufi; Delft University of Technology |