Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand.
Md Musfiqur RahmanMatt JordanMurat KocaogluPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- discriminative learning
- hierarchical hidden markov models
- em algorithm
- conditional random fields
- prior knowledge
- semi supervised
- topic models
- maximum entropy principle
- conditional probabilities
- object recognition
- higher order
- graphical models
- maximum likelihood
- data sets
- learning tasks
- multiscale
- decision trees
- feature selection