Federated Optimization: Distributed Machine Learning for On-Device Intelligence.
Jakub KonecnýH. Brendan McMahanDaniel RamagePeter RichtárikPublished in: CoRR (2016)
Keyphrases
- machine learning
- distributed systems
- artificial intelligence
- distributed environment
- optimization algorithm
- federated databases
- data mining
- distributed data
- computer science
- optimization problems
- feature selection
- cooperative
- learning algorithm
- optimization approaches
- optimization process
- global optimization
- distributed information systems
- intelligent systems
- computer vision
- machine intelligence
- multi agent
- machine learning methods
- active learning
- autonomy oriented computing
- pattern recognition
- communication cost
- optimization method
- lightweight
- neural network
- knowledge acquisition
- statistical methods
- learning tasks
- supervised learning
- fault tolerant
- machine learning algorithms
- text mining
- reinforcement learning
- decision trees
- remote server
- simulated annealing