Towards Privacy-Aware Causal Structure Learning in Federated Setting.
Jianli HuangXianjie GuoKui YuFuyuan CaoJiye LiangPublished in: IEEE Trans. Big Data (2023)
Keyphrases
- structure learning
- privacy aware
- bayesian networks
- markov blanket
- graphical models
- personal information
- conditional independence
- transfer learning
- markov logic networks
- privacy preservation
- parameter estimation
- markov networks
- causal models
- network structure
- random variables
- location information
- location based services
- probability distribution
- probabilistic model
- data sets
- sample size
- privacy policies
- data sources
- information extraction
- query engine
- learning algorithm
- machine learning