Optimizing Federated Learning on Non-IID Data with Reinforcement Learning.
Hao WangZakhary KaplanDi NiuBaochun LiPublished in: INFOCOM (2020)
Keyphrases
- reinforcement learning
- data sets
- learning algorithm
- database
- data analysis
- raw data
- data quality
- data structure
- prior knowledge
- data sources
- learning systems
- learning process
- data processing
- learning models
- data distribution
- background knowledge
- missing data
- supervised learning
- image data
- end users
- high quality
- training data
- feature selection
- input data
- online learning
- data mining techniques
- data collection
- high dimensional data
- distributed systems
- human experts