DLN-L.1: Distributed Learning & Optimization: Algorithms |
| Symposium: Distributed Learning and Optimization over Networks |
| Session Type: Lecture |
| Time: Wednesday, November 28, 11:00 - 12:30 |
| Location: Monorail |
| Session Chair: Fangyu Li, University of Georgia |
| 11:00 - 11:18 |
| DLN-L.1.1: NON-ASYMPTOTIC RATES FOR COMMUNICATION EFFICIENT DISTRIBUTED ZEROTH ORDER STRONGLY CONVEX OPTIMIZATION |
| Anit Kumar Sahu; Carnegie Mellon University |
| Dusan Jakovetic; University of Novi Sad |
| Dragana Bajovic; University of Novi Sad |
| Soummya Kar; Carnegie Mellon University |
| 11:18 - 11:36 |
| DLN-L.1.2: FAST ASYNCHRONOUS DECENTRALIZED OPTIMIZATION: ALLOWING MULTIPLE MASTERS |
| Meng Ma; University of Minnesota |
| Jineng Ren; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |
| Jarvis Haupt; University of Minnesota |
| 11:36 - 11:54 |
| DLN-L.1.3: PROVABLY COMMUNICATION-EFFICIENT ASYNCHRONOUS DISTRIBUTED INFERENCE FOR CONVEX AND NONCONVEX PROBLEMS |
| Jineng Ren; University of Minnesota Twin Cities |
| Jarvis Haupt; University of Minnesota Twin Cities |
| 11:54 - 12:12 |
| DLN-L.1.4: EXACT NONPARAMETRIC DECENTRALIZED ONLINE OPTIMIZATION |
| Hrusikesha Pradhan; Indian Institute of Technology Kanpur |
| Amrit Singh Bedi; Indian Institute of Technology Kanpur |
| Alec Koppel; U.S. Army Research Laboratory |
| Ketan Rajawat; Indian Institute of Technology Kanpur |
