Causal Inference with Conditional Instruments using Deep Generative Models.
Debo ChengZiqi XuJiuyong LiLin LiuJixue LiuThuc Duy LePublished in: CoRR (2022)
Keyphrases
- generative model
- causal inference
- additive noise
- probabilistic model
- abductive reasoning
- deep belief networks
- discriminative models
- causal models
- discrete data
- discriminative learning
- prior knowledge
- rare events
- em algorithm
- posterior probability
- latent dirichlet allocation
- conditional probabilities
- nonmonotonic reasoning
- conditional random fields
- topic models
- semi supervised learning
- semi supervised
- image processing
- unsupervised learning
- support vector machine
- natural language