SS-ADMM: Stationary and Sparse Granger Causal Discovery for Cortico-Muscular Coupling.
Farwa AbbasVerity M. McClellandZoran CvetkovicWei DaiPublished in: ICASSP (2023)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- non stationary
- bayesian networks
- directed acyclic graph
- high dimensional
- markov blanket
- conditional independence
- granger causality
- sparse representation
- convex optimization
- prior knowledge
- observational data
- total variation
- sensitivity analysis
- graphical models
- compressed sensing
- machine learning
- data mining
- basal ganglia
- databases