Correlated Quantization for Faster Nonconvex Distributed Optimization.
Andrei PanferovYury DemidovichAhmad RammalPeter RichtárikPublished in: CoRR (2024)
Keyphrases
- global optimization
- optimization problems
- nonlinear programming
- autonomy oriented computing
- cooperative
- optimization algorithm
- optimization process
- objective function
- optimization methods
- distributed systems
- distributed network
- computer networks
- fault tolerant
- multi agent
- lagrange multipliers
- constrained optimization
- evolutionary algorithm
- neural network
- quantization error
- distributed data
- highly correlated
- lightweight
- communication cost
- cost function
- computing environments
- distributed environment
- mobile agents