DATGAN: Integrating expert knowledge into deep learning for synthetic tabular data.
Gael LederreyTim HillelMichel BierlairePublished in: CoRR (2022)
Keyphrases
- expert knowledge
- deep learning
- tabular data
- expert systems
- unsupervised learning
- cell suppression
- domain knowledge
- controlled tabular adjustment
- fuzzy logic
- domain experts
- machine learning
- unsupervised feature learning
- bayesian networks
- prior knowledge
- knowledge base
- weakly supervised
- differential privacy
- knowledge acquisition
- mental models
- data analysis
- artificial intelligence
- genetic algorithm