Causal Discovery with Cascade Nonlinear Additive Noise Model.
Ruichu CaiJie QiaoKun ZhangZhenjie ZhangZhifeng HaoPublished in: IJCAI (2019)
Keyphrases
- noise model
- causal discovery
- causal models
- causal relationships
- gaussian distribution
- noisy images
- causal structure
- noise level
- bayesian networks
- discovery process
- directed acyclic graph
- conditional independence
- optimization procedure
- parameter space
- gaussian noise
- higher order
- data mining
- denoising
- high resolution
- computational complexity