Justifying Additive Noise Model-Based Causal Discovery via Algorithmic Information Theory.
Dominik JanzingBastian SteudelPublished in: Open Syst. Inf. Dyn. (2010)
Keyphrases
- additive noise
- causal discovery
- algorithmic information theory
- causal models
- noisy images
- causal relationships
- spatial domain
- random variables
- maximum likelihood
- conditional independence
- directed acyclic graph
- bayesian networks
- discovery process
- speech signal
- denoising
- image processing
- decision theory
- frequency domain
- graphical models
- motion estimation
- video sequences
- observational data
- image sequences