Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning.
Sai Praneeth KarimireddyMartin JaggiSatyen KaleMehryar MohriSashank J. ReddiSebastian U. StichAnanda Theertha SureshPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- learning process
- reinforcement learning
- learning systems
- orders of magnitude
- learning models
- noise tolerant
- computational cost
- supervised learning
- digital libraries
- optimization problems
- learning tasks
- knowledge acquisition
- times faster
- theoretical analysis
- mobile learning
- computational complexity
- stochastic approximation
- machine learning algorithms
- unsupervised learning
- distributed systems
- learning objects
- active learning
- bayesian networks