Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization.
Jiaxiang WuWeidong HuangJunzhou HuangTong ZhangPublished in: ICML (2018)
Keyphrases
- stochastic gradient
- distributed systems
- distributed environment
- optimization algorithm
- stochastic gradient descent
- small scale
- data intensive
- error rate
- optimization process
- high scalability
- optimization problems
- global optimization
- real world
- error analysis
- distributed stream processing
- distributed network
- computer networks
- autonomy oriented computing
- optimization method
- least squares
- evolutionary algorithm
- cooperative