Consistency of Causal Inference under the Additive Noise Model.
Samory KpotufeEleni SgouritsaDominik JanzingBernhard SchölkopfPublished in: ICML (2014)
Keyphrases
- noise model
- causal inference
- additive noise
- noisy images
- noise level
- causal models
- abductive reasoning
- gaussian distribution
- nonmonotonic reasoning
- gaussian noise
- rare events
- discrete data
- optimization procedure
- denoising
- graph cuts
- image denoising
- object recognition
- objective function
- computer vision
- spatial domain
- maximum likelihood
- gaussian mixture model