From Ordinary Differential Equations to Structural Causal Models: the deterministic case.
Joris M. MooijDominik JanzingBernhard SchölkopfPublished in: UAI (2013)
Keyphrases
- causal models
- ordinary differential equations
- structural model
- dynamic systems
- differential equations
- causal reasoning
- conditional independence
- partial differential equations
- causal discovery
- numerical solution
- causal structure
- causal relationships
- biological systems
- neural network
- directed acyclic graph
- mathematical models
- higher order
- artificial intelligence