Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants.
Wei ChenZhiyi HuangRuichu CaiZhifeng HaoKun ZhangPublished in: CoRR (2023)
Keyphrases
- latent variables
- causal structure
- higher order
- causal relationships
- observational data
- probabilistic model
- random variables
- causal discovery
- latent variable models
- causal models
- prior knowledge
- gaussian process
- experimental data
- topic models
- pairwise
- causal relations
- causal effects
- markov random field
- structural svms
- high order
- observed variables
- bayesian networks
- generative model
- text mining
- information extraction
- lower bound