Fair Latent Deep Generative Models (FLDGMs) for Syntax-Agnostic and Fair Synthetic Data Generation.
Resmi RamachandranPillaiMd. Fahim SikderFredrik HeintzPublished in: ECAI (2023)
Keyphrases
- generative model
- data generation
- probabilistic model
- discriminative learning
- prior knowledge
- discriminative models
- bayesian framework
- em algorithm
- latent structure
- semi supervised
- hierarchical hidden markov models
- expectation maximization
- deep belief networks
- latent variables
- active learning
- discriminative learning framework
- conditional random fields
- topic models
- training data
- supervised learning
- high resolution
- natural language