Generalized Independent Noise Condition for Estimating Latent Variable Causal Graphs.
Feng XieRuichu CaiBiwei HuangClark GlymourZhifeng HaoKun ZhangPublished in: NeurIPS (2020)
Keyphrases
- latent variables
- causal graph
- probabilistic model
- latent variable models
- random variables
- prior knowledge
- sufficient conditions
- real valued
- hidden variables
- topic models
- observed variables
- missing data
- np hardness
- causal models
- information retrieval
- generative model
- planning problems
- gaussian process
- text mining
- knowledge discovery
- np hard
- search space
- reinforcement learning
- bayesian networks