Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation.
Rustem IslamovXun QianSlavomír HanzelyMher SafaryanPeter RichtárikPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- empirical studies
- significant improvement
- preprocessing
- statistical models
- cooperative
- computational cost
- multiscale
- reinforcement learning
- multi agent
- multi party
- data compression
- lightweight
- distributed environment
- aggregation operators
- clustering algorithm
- mobile agents
- benchmark datasets
- linear programming
- peer to peer
- computational complexity