Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization.
Zhize LiDmitry KovalevXun QianPeter RichtárikPublished in: CoRR (2020)
Keyphrases
- distributed systems
- distributed environment
- cooperative
- optimization algorithm
- distributed information systems
- autonomy oriented computing
- global optimization
- lightweight
- distributed data
- cost function
- optimization problems
- digital libraries
- loss function
- optimization process
- objective function
- computer networks
- discrete optimization
- constrained optimization
- optimization method
- fault tolerant
- peer to peer
- combinatorial optimization
- database
- data sources
- distributed network
- federated databases
- evolutionary algorithm
- data sets