TiFLCS-MARP: Client selection and model pricing for federated learning in data markets.
Yongjiao SunBoyang LiKai YangXin BiXiangning ZhaoPublished in: Expert Syst. Appl. (2024)
Keyphrases
- prior knowledge
- learning models
- experimental data
- computational model
- data sets
- accurate models
- input data
- learned models
- data analysis
- empirical data
- data sources
- learning scheme
- measured data
- learning process
- hidden variables
- statistical methods
- data collection
- database
- sensory data
- learning algorithm
- test data
- simulation data
- electronic commerce
- data points
- knowledge discovery
- data structure
- training set
- mobile devices
- reinforcement learning
- distributed data
- active learning
- neural network
- learning tasks
- data mining techniques
- network structure
- machine learning
- missing data