Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum.
Guojing CongTianyi LiuPublished in: CoRR (2021)
Keyphrases
- query processing
- optimization problems
- global optimization
- stochastic optimization
- nonlinear programming
- distributed systems
- optimization algorithm
- stochastic programming
- distributed environment
- mobile agents
- learning rate
- fault tolerant
- stochastic search
- evolutionary algorithm
- cooperative
- multi agent
- autonomy oriented computing
- image restoration and reconstruction
- objective function
- discrete optimization
- optimization method
- distributed data
- optimization process
- computer networks
- globally convergent
- subgradient method
- lightweight
- sensor networks