Counterfactual Inference with Hidden Confounders Using Implicit Generative Models.
Fujin ZhuAdi LinGuangquan ZhangJie LuPublished in: Australasian Conference on Artificial Intelligence (2018)
Keyphrases
- generative model
- boltzmann machine
- probabilistic model
- parameter learning
- discriminative learning
- mixture model
- representational power
- discriminative models
- bayesian inference
- em algorithm
- pitman yor process
- conditional random fields
- hidden variables
- latent structure
- prior knowledge
- hierarchical hidden markov models
- object categories
- latent dirichlet allocation
- topic models
- generative and discriminative models
- semi supervised
- probabilistic inference
- posterior probability
- expectation maximization
- bayesian networks
- structured prediction
- maximum entropy principle
- clustering algorithm
- generative process
- unsupervised learning