Collaborative learning from distributed data with differentially private synthetic data.
Lukas PredigerJoonas JälköAntti HonkelaSamuel KaskiPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- distributed data
- synthetic data
- differentially private
- collaborative learning
- data sharing
- differential privacy
- real world
- data sets
- real image data
- data privacy
- communication cost
- data integration
- data distribution
- data access
- privacy concerns
- data mining algorithms
- contingency tables
- peer to peer
- digital libraries
- multi dimensional
- preprocessing