Differentially Private Nonlinear Causal Discovery from Numerical Data.
Hao ZhangYewei XiaYixin RenJihong GuanShuigeng ZhouPublished in: AAAI (2023)
Keyphrases
- numerical data
- differentially private
- causal discovery
- causal models
- categorical data
- causal relationships
- differential privacy
- directed acyclic graph
- data sets
- bayesian networks
- discovery process
- conditional independence
- active learning
- information retrieval
- privacy preserving
- cluster analysis
- database
- unsupervised learning
- probability distribution
- training set