Distributed Stochastic Subgradient Optimization Algorithms Over Random and Noisy Networks.
Tao LiKeli FuXiaozheng FuPublished in: CoRR (2020)
Keyphrases
- optimization problems
- stochastic optimization
- optimization methods
- optimization procedure
- learning algorithm
- discrete optimization
- computational complexity
- stochastic search
- computationally efficient
- noisy data
- distributed systems
- peer to peer networks
- computer networks
- cooperative
- cutting plane
- evolution strategy
- monte carlo methods
- constrained optimization
- combinatorial optimization
- monte carlo
- theoretical analysis
- computational cost
- significant improvement
- multi agent