Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization.
Jiaxiang WuWeidong HuangJunzhou HuangTong ZhangPublished in: CoRR (2018)
Keyphrases
- stochastic gradient descent
- distributed systems
- data intensive
- global optimization
- autonomy oriented computing
- distributed stream processing
- distributed environment
- optimization algorithm
- optimization problems
- mobile agents
- high scalability
- distributed network
- stochastic gradient
- peer to peer
- optimization process
- distributed data
- error rate
- cooperative
- small scale
- real world
- optimization method
- error propagation
- computer networks
- image quality
- lightweight
- decision trees