Towards Privacy-Aware Causal Structure Learning in Federated Setting.
Jianli HuangKui YuXianjie GuoFuyuan CaoJiye LiangPublished in: CoRR (2022)
Keyphrases
- structure learning
- privacy aware
- bayesian networks
- markov blanket
- personal information
- graphical models
- conditional independence
- markov logic networks
- privacy preservation
- parameter estimation
- transfer learning
- causal models
- probability distribution
- sample size
- databases
- location based services
- maximum likelihood estimation
- markov networks
- data sources
- data mining
- directed acyclic graph
- network structure
- random variables
- query engine
- learning algorithm