Differentially Private Bayesian Learning on Distributed Data.
Mikko A. HeikkiläYusuke OkimotoSamuel KaskiKana ShimizuAntti HonkelaPublished in: CoRR (2017)
Keyphrases
- bayesian learning
- distributed data
- differentially private
- differential privacy
- data sharing
- model selection
- data privacy
- communication cost
- posterior distribution
- databases
- data distribution
- file system
- privacy concerns
- probability distribution
- data mining algorithms
- information sharing
- data access
- data sets
- database
- privacy preserving
- sensor networks
- nearest neighbor
- training data
- feature selection