Nonlinear Causal Discovery in Time Series.
Tianhao WuXingyu WuXin WangShikang LiuHuanhuan ChenPublished in: CIKM (2022)
Keyphrases
- causal discovery
- causal models
- causal relationships
- granger causality
- discovery process
- bayesian networks
- linear non gaussian
- causal structure
- directed acyclic graph
- conditional independence
- markov blanket
- observational data
- multivariate time series
- computational complexity
- data mining
- learning environment
- reinforcement learning
- machine learning