Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?
Ramiro Daniel CaminoRadu StateChristian A. HammerschmidtPublished in: ICBINB@NeurIPS (2020)
Keyphrases
- generative model
- tabular data
- probabilistic model
- cell suppression
- discriminative models
- discriminative learning
- hierarchical hidden markov models
- deep belief networks
- controlled tabular adjustment
- em algorithm
- prior knowledge
- semi supervised
- conditional random fields
- differential privacy
- generative and discriminative models
- object categories
- data mining
- learning tasks