Causal Inference on Discrete Data Using Additive Noise Models.
Jonas PetersDominik JanzingBernhard SchölkopfPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2011)
Keyphrases
- causal inference
- additive noise
- discrete data
- noisy images
- maximum likelihood
- continuous data
- abductive reasoning
- spatial domain
- causal models
- nonmonotonic reasoning
- high dimensional
- random variables
- weighted graph
- rare events
- bayesian networks
- experimental data
- edge detection
- prior knowledge
- observational data
- feature space