The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning.
Justin Singh KangRamtin PedarsaniKannan RamchandranPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- data sets
- data collection
- database
- learning process
- data processing
- data sources
- prior knowledge
- online learning
- learning algorithm
- training data
- data privacy
- data points
- supervised learning
- sensitive data
- sensitive information
- background knowledge
- information loss
- data distribution
- individual privacy
- distributed data
- hidden variables
- original data
- raw data
- learning tasks
- reinforcement learning
- databases
- data mining
- data mining techniques
- probability distribution
- active learning