Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks.
Zhishuai GuoMingrui LiuZhuoning YuanLi ShenWei LiuTianbao YangPublished in: CoRR (2020)
Keyphrases
- neural network
- communication overhead
- distributed systems
- pattern recognition
- distributed control
- communication cost
- lightweight
- multi agent
- artificial neural networks
- roc curve
- computer networks
- fuzzy logic
- classification accuracy
- cooperative
- multi party
- receiver operating characteristic
- distributed computation
- communication protocol
- distributed environment
- spatially distributed
- communication systems
- recurrent neural networks
- monte carlo
- sufficient conditions
- peer to peer
- objective function