A Review and Roadmap of Deep Learning Causal Discovery in Different Variable Paradigms.
Hang ChenKeqing DuXinyu YangChenguang LiPublished in: CoRR (2022)
Keyphrases
- supervised learning
- deep learning
- causal discovery
- unsupervised learning
- markov blanket
- machine learning
- causal models
- causal relationships
- causal structure
- discovery process
- bayesian networks
- unsupervised feature learning
- directed acyclic graph
- conditional independence
- learning algorithm
- mental models
- knowledge discovery
- multiscale
- data analysis
- information retrieval