FR4.R7: Distributed Learning
Fri, 12 Jul, 16:25 - 17:45
Location: VIP
Session Chair: Randall Berry, Northwestern University
Track: 15: Distributed and Federated Learning
Fri, 12 Jul, 16:25 - 16:45

FR4.R7.1: DIST-CURE: A Robust Distributed Learning Algorithm with Cubic Regularized Newton
Avishek Ghosh, Indian Institute of Technology, Bombay, India; Raj Kumar Maity, University of Massachusetts Amherst, United States; Arya Mazumdar, University of California, San Diego, United States
Fri, 12 Jul, 16:45 - 17:05

FR4.R7.2: SignSGD-FV: Communication-Efficient Distributed Learning through Heterogeneous Edges
Chanho Park, POSTECH, Korea (South); H. Vincent Poor, Princeton University, United States; Namyoon Lee, Korea University, Korea (South)
Fri, 12 Jul, 17:05 - 17:25

FR4.R7.3: Distributed Learning for Dynamic Congestion Games
Hongbo Li, Lingjie Duan, Singapore University of Technology and Design, Singapore
Fri, 12 Jul, 17:25 - 17:45

FR4.R7.4: The Entrapment Problem in Random Walk Decentralized Learning
Zonghong Liu, Salim El Rouayheb, Rutgers University, United States; Matthew Dwyer, DEVCOM Army Research Laboratory, United States