Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor.
Mher SafaryanEgor ShulginPeter RichtárikPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- learning process
- knowledge acquisition
- online learning
- distributed systems
- digital libraries
- search algorithm
- active learning
- dynamic programming
- communication overhead
- neural network
- multi agent
- distributed data
- search strategy
- learning systems
- distributed learning
- communication cost
- information seeking
- information sharing
- mobile learning
- optimal solution
- search space