Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data.
Qianqian TongGuannan LiangJinbo BiPublished in: CoRR (2020)
Keyphrases
- data sets
- high quality
- data mining techniques
- noisy data
- statistical methods
- data sources
- data representations
- data mining methods
- neural network
- data structure
- data collection
- original data
- significant improvement
- benchmark datasets
- database
- complex structures
- data reduction
- high dimensional data
- statistical analysis
- knowledge discovery
- synthetic data
- spatial data
- machine learning methods
- preprocessing
- input data
- prior knowledge
- probability distribution
- distributed data
- end users