Permutation Compressors for Provably Faster Distributed Nonconvex Optimization.
Rafal SzlendakAlexander TyurinPeter RichtárikPublished in: CoRR (2021)
Keyphrases
- global optimization
- optimization problems
- distributed systems
- cooperative
- nonlinear programming
- optimization algorithm
- optimization method
- data intensive
- faster convergence
- optimization methods
- computer networks
- mobile agents
- lightweight
- subgradient method
- data compression
- globally convergent
- discrete optimization
- autonomy oriented computing
- optimization process
- highly efficient
- computing environments
- convex optimization
- genetic algorithm
- objective function
- web services