Gradient Sparsification for Communication-Efficient Distributed Optimization.
Jianqiao WangniJialei WangJi LiuTong ZhangPublished in: NeurIPS (2018)
Keyphrases
- communication overhead
- multi agent
- computer networks
- communication cost
- global optimization
- computationally expensive
- least squares
- distributed network
- distributed computation
- distributed environment
- computationally efficient
- lightweight
- optimization method
- information sharing
- optimization algorithm
- fault tolerant
- optimization process
- distributed data
- multi party
- exchange information
- peer to peer
- edge detection
- fully distributed
- remote sites