Technical Program
SPTM-L3: Learning in Distributed Networks |
| Session Type: Lecture |
| Time: Wednesday, May 29, 08:00 - 10:00 |
| Location: Room 109 |
| Session Chair: Ali Sayed, Univeristy of California, Los Angeles |
| SPTM-L3.1: ADAPTIVE LINK SELECTION STRATEGIES FOR DISTRIBUTED ESTIMATION IN DIFFUSION WIRELESS NETWORKS |
| Songcen Xu; University of York |
| Rodrigo Caiado de Lamare; The University of York |
| H. Vincent Poor; Princeton University |
| SPTM-L3.2: DISTRIBUTED INFERENCE OVER REGRESSION AND CLASSIFICATION MODELS |
| Zaid Towfic; University of California, Los Angeles |
| Jianshu Chen; University of California, Los Angeles |
| Ali H. Sayed; University of California, Los Angeles |
| SPTM-L3.3: THRESHOLD BEHAVIOR OF EPIDEMICS IN REGULAR NETWORKS |
| June Zhang; Carnegie Mellon University |
| José M.F. Moura; Carnegie Mellon University |
| SPTM-L3.4: A GREEDY SPARSITY–PROMOTING LMS FOR DISTRIBUTED ADAPTIVE LEARNING IN DIFFUSION NETWORKS |
| Symeon Chouvardas; University of Athens |
| Gerasimos Mileounis; University of Athens |
| Nicholas Kalouptsidis; University of Athens |
| Sergios Theodoridis; University of Athens |
| SPTM-L3.5: A PROXIMAL SPLITTING APPROACH TO REGULARIZED DISTRIBUTED ADAPTIVE ESTIMATION IN DIFFUSION NETWORKS |
| Wemer Wee; Tokyo Institute of Technology |
| Isao Yamada; Tokyo Institute of Technology |
| SPTM-L3.6: DISTRIBUTED INCREMENTAL-BASED LMS FOR NODE-SPECIFIC PARAMETER ESTIMATION OVER ADAPTIVE NETWORKS |
| Nikola Bogdanovic; University of Patras |
| Jorge Plata-Chaves; University of Patras |
| Kostas Berberidis; University of Patras |