Identifying Gender Bias in Generative Models for Mental Health Synthetic Data.
Daniel Cabrera LozoyaSimon D'AlfonsoMike ConwayPublished in: ICHI (2023)
Keyphrases
- synthetic data
- generative model
- mental health
- probabilistic model
- mixture model
- discriminative learning
- real world
- discriminative models
- real image data
- prior knowledge
- semi supervised
- conditional random fields
- hierarchical hidden markov models
- em algorithm
- maximum entropy principle
- data sets
- expectation maximization
- generative and discriminative models
- hidden variables
- topic models
- synthetic datasets
- language model
- database