Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks.
Zhishuai GuoMingrui LiuZhuoning YuanLi ShenWei LiuTianbao YangPublished in: ICML (2020)
Keyphrases
- neural network
- communication overhead
- communication cost
- distributed computation
- pattern recognition
- decision trees
- communication systems
- fuzzy logic
- computer networks
- lightweight
- concurrent processes
- spatially distributed
- distributed control
- model selection
- multi agent
- learning algorithm
- machine learning
- fault diagnosis
- self organizing maps
- distributed environment
- fault tolerant
- classification accuracy
- data streams
- communication technologies
- cooperative
- parallel execution
- data sets