CUTS: Neural Causal Discovery from Irregular Time-Series Data.
Yuxiao ChengRunzhao YangTingxiong XiaoZongren LiJinli SuoKunlun HeQionghai DaiPublished in: ICLR (2023)
Keyphrases
- causal discovery
- causal models
- causal relationships
- network architecture
- discovery process
- causal structure
- bayesian networks
- neural network
- directed acyclic graph
- markov blanket
- conditional independence
- observational data
- gaussian process
- causal relations
- experimental data
- high dimensional
- data analysis
- information retrieval
- database