Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis.
Conor HassanRobert SalomoneKerrie L. MengersenPublished in: CoRR (2023)
Keyphrases
- generative model
- tabular data
- differential privacy
- privacy preserving
- probabilistic model
- prior knowledge
- privacy preservation
- data sharing
- em algorithm
- expectation maximization
- personal information
- data privacy
- semi supervised
- data sets
- maximum likelihood
- language model
- data sources
- active learning
- bayesian networks
- data mining