Provably Doubly Accelerated Federated Learning: The First Theoretically Successful Combination of Local Training and Compressed Communication.
Laurent CondatIvan AgarskýPeter RichtárikPublished in: CoRR (2022)
Keyphrases
- supervised learning
- learning process
- learning algorithm
- online learning
- learning systems
- combining multiple
- motor skills
- active learning
- machine learning
- stochastic gradient descent
- multi agent
- reinforcement learning
- hidden markov models
- prior knowledge
- artificial neural networks
- data compression
- learning machines
- feedforward neural networks
- learning phase
- learning speed
- learning stage
- neural network
- computer based training
- deep architectures
- face to face communication