Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications.
Tian LiuJiahao DingTing WangMiao PanMingsong ChenPublished in: CoRR (2022)
Keyphrases
- data sets
- high quality
- data processing
- data collection
- management system
- reinforcement learning
- learning process
- missing data
- small number
- active learning
- prior knowledge
- human experts
- data structure
- raw data
- data analysis
- learning tasks
- training data
- data distribution
- big data
- input data
- learning algorithm
- hidden variables
- image data
- experimental data
- original data
- background knowledge
- bayesian methods
- high dimensional data
- computer systems
- probabilistic model
- data sources
- xml documents
- digital libraries
- database systems
- multimedia
- search engine
- data mining
- neural network