Learning-based Adaptive Quantization for Communication-efficient Distributed Optimization with ADMM

2020 ◽  
Author(s):  
Truong X. Nghiem ◽  
Aldo Duarte ◽  
Shuangqing Wei
Keyword(s):  
Distributed Optimization ◽  
Adaptive Quantization

scholarly journals Logarithmic Communication for Distributed Optimization in Multi-Agent Systems

2020 ◽  
Vol 48 (1) ◽  
pp. 97-98
Author(s):  
Palma London ◽  
Shai Vardi ◽  
Adam Wierman
Keyword(s):  
Distributed Optimization ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent

Linear Convergence for Distributed Optimization Without Strong Convexity

2020 ◽  
Author(s):  
Xinlei Yi ◽  
Shengjun Zhang ◽  
Tao Yang ◽  
Tianyou Chai ◽  
Karl H. Johansson
Keyword(s):  
Distributed Optimization ◽  
Linear Convergence ◽  
Strong Convexity

Fusion of dynamic predictive block adaptive quantization and vector quantization for staggered SAR data compression

2020 ◽  
Vol 12 (2) ◽  
pp. 206-215
Author(s):  
Hang Zou ◽  
Fengjun Zhao ◽  
Xiaoxue Jia ◽  
Heng Zhang ◽  
Wei Wang
Keyword(s):  
Data Compression ◽  
Vector Quantization ◽  
Adaptive Quantization ◽  
Sar Data
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