2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

SPTM-10: Distributed Learning over Graphs

Session Type: Poster
Time: Wednesday, 9 June, 14:00 - 14:45
Location: Gather.Town
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)