MP2a: Distributed Learning in Multi-Agent Environments (Invited) |
| Session Type: Oral |
| Time: Monday, November 4, 13:30 - 15:10 |
| Location: Surf & Sand |
| Session Chairs: Ali. H. Sayed, École polytechnique fédérale de Lausanne and Roula Nassif, École polytechnique fédérale de Lausanne |
| MP2a-1: DESIGN STRATEGIES FOR SPARSE CONTROL OF RANDOM TIME-VARYING NETWORKS |
| Mario Coutino; Delft University of Technology |
| Elvin Isufi; University of Pennsylvania |
| Fernando Gama; University of Pennsylvania |
| Alejandro Ribeiro; University of Pennsylvania |
| Geert Leus; Delft University of Technology |
| MP2a-2: DISTRIBUTED STOCHASTIC NONCONVEX OPTIMIZATION AND LEARNING BASED ON SUCCESSIVE CONVEX APPROXIMATION |
| Paolo Di Lorenzo; Sapienza University of Rome |
| Simone Scardapane; Sapienza University of Rome |
| MP2a-3: DISTRIBUTED EMPIRICAL RISK MINIMIZATION OVER DIRECTED GRAPHS |
| Ran Xin; Carneige Mellon University |
| Anit Kumar Sahu; The Bosch Center for Artificial Intelligence |
| Soummya Kar; Carnegie Mellon University |
| Usman Khan; Tufts University |
| MP2a-4: DISTRIBUTED LEARNING OVER NETWORKS UNDER SUBSPACE CONSTRAINTS |
| Roula Nassif; American University of Beirut |
| Stefan Vlaski; Ecole polytechnique fédérale de Lausanne (EPFL) |
| Ali Sayed; Ecole polytechnique fédérale de Lausanne (EPFL) |