2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SPTM-10: Distributed Learning over Graphs |
| Session Type: Poster |
| Time: Wednesday, 9 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Stefan Vlaski, EPFL |
| SPTM-10.1: GRAMIAN-BASED ADAPTIVE COMBINATION POLICIES FOR DIFFUSION LEARNING OVER NETWORKS |
| Y. Efe Erginbas; Bilkent University |
| Stefan Vlaski; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| SPTM-10.2: GRAPH-ADAPTIVE INCREMENTAL LEARNING USING AN ENSEMBLE OF GAUSSIAN PROCESS EXPERTS |
| Konstantinos D. Polyzos; University of Minnesota |
| Qin Lu; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |
| SPTM-10.3: FAST DECENTRALIZED LINEAR FUNCTIONS VIA SUCCESSIVE GRAPH SHIFT OPERATORS |
| Siavash Mollaebrahim Ghari; University of Agder (UiA) |
| Daniel Romero; University of Agder (UiA) |
| Baltasar Beferull-Lozano; University of Agder (UiA) |
| SPTM-10.4: ONLINE LEARNING OF TIME-VARYING SIGNALS AND GRAPHS |
| Stefania Sardellitti; Sapienza University of Rome |
| Sergio Barbarossa; Sapienza University of Rome |
| Paolo Di Lorenzo; Sapienza University of Rome |
| SPTM-10.5: KERNEL REGRESSION ON GRAPHS IN RANDOM FOURIER FEATURES SPACE |
| Vitor Elias; Federal University of Rio de Janeiro |
| Vinay Gogineni; Simula Research Laboratory |
| Wallace Martins; University of Luxembourg |
| Stefan Werner; Norwegian University of Science and Technology |
| SPTM-10.6: GRAPH-HOMOMORPHIC PERTURBATIONS FOR PRIVATE DECENTRALIZED LEARNING |
| Stefan Vlaski; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Ali H. Sayed; Ecole Polytechnique Fédérale de Lausanne (EPFL) |