Shuffled Model of Federated Learning: Privacy, Communication and Accuracy Trade-offs.
Antonious M. GirgisDeepesh DataSuhas N. DiggaviPeter KairouzAnanda Theertha SureshPublished in: CoRR (2020)
Keyphrases
- high level
- trade off
- statistical model
- learning algorithm
- learning scheme
- supervised learning
- connectionist networks
- learning mechanism
- experimental data
- management system
- probabilistic model
- prior knowledge
- learning process
- reinforcement learning
- probability distribution
- formal model
- learning models
- machine learning
- classification accuracy
- data sets
- computational model
- mathematical model
- mobile learning
- learning tasks
- digital libraries
- learning phase