Permutation Compressors for Provably Faster Distributed Nonconvex Optimization.
Rafal SzlendakAlexander TyurinPeter RichtárikPublished in: ICLR (2022)
Keyphrases
- global optimization
- optimization problems
- nonlinear programming
- distributed systems
- data compression
- cooperative
- worst case
- optimization methods
- optimization algorithm
- optimization method
- distributed environment
- constrained optimization
- convex optimization
- optimization process
- autonomy oriented computing
- memory efficient
- neural network
- computer networks
- lagrange multipliers
- multi agent
- objective function
- fault tolerant
- combinatorial optimization
- lightweight
- linear programming
- communication overhead
- faster convergence