MP2b: Distributed Optimization in Networked Settings (Invited) |
| Session Type: Oral |
| Time: Monday, November 4, 15:30 - 17:10 |
| Location: Surf & Sand |
| Session Chair: Gesualdo Scutari, Purdue University |
| MP2b-1: STOCHASTIC ZEROTH-ORDER ALGORITHM FOR DECENTRALIZED NONCONVEX OPTIMIZATION WITH OPTIMAL NETWORK SCALING |
| Haoran Sun; University of Minnesota |
| Mingyi Hong; University of Minnesota |
| MP2b-2: ON MAINTAINING LINEAR CONVERGENCE OF DISTRIBUTED LEARNING AND OPTIMIZATION UNDER LIMITED COMMUNICATION |
| Sindri Magnusson; KTH Royal Institute of Technology |
| Hossein Shokri-Ghadikolaei; KTH Royal Institute of Technology |
| Na Li; Harvard University |
| MP2b-3: CONVERGENCE OF ASYNCHRONOUS SUBGRADIENT PUSH UNDER ARBITRARY BOUNDED DELAYS |
| Mahmoud Assran; McGill University/Facebook |
| Michael Rabbat; Facebook |
| MP2b-4: DISTRIBUTED INFERENCE OVER NETWORKS: GEOMETRICALLY CONVERGENT ALGORITHMS AND STATISTICAL GUARANTEES |
| Ying Sun; Purdue University |
| Ye Tian; Purdue University |
| Gesualdo Scutari; Purdue University |
| Guang Cheng; Purdue University |