An Isolated Data Island Benchmark Suite for Federated Learning.
Yuan LiangYange GuoYanxia GongChunjie LuoJianfeng ZhanYunyou HuangPublished in: CoRR (2020)
Keyphrases
- data sets
- prior knowledge
- experimental data
- data collection
- database
- original data
- training data
- data processing
- distributed data
- raw data
- image data
- knowledge discovery
- learning algorithm
- data sources
- data points
- data quality
- neural network
- small number
- online learning
- learning process
- feature selection
- reinforcement learning
- databases
- learning models
- human experts
- data distribution
- sensor data
- background knowledge
- data structure
- input data
- learning environment
- training set
- wireless sensor networks
- active learning