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)
Session:
Distributed Learning
Track:
15: Distributed and Federated Learning
Location:
VIP
Presentation Time:
Fri, 12 Jul, 16:45 - 17:05
Session Chair:
Randall Berry, Northwestern University
Presentation
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Discussion
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Session FR4.R7
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
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)
FR4.R7.3: Distributed Learning for Dynamic Congestion Games
Hongbo Li, Lingjie Duan, Singapore University of Technology and Design, Singapore
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
Resources
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