Causal generative explainers using counterfactual inference: a case study on the Morpho-MNIST dataset.
Will Taylor-MelansonZahra SadeghiStan MatwinPublished in: Pattern Anal. Appl. (2024)
Keyphrases
- causal reasoning
- bayesian networks
- causal inference
- causal theories
- probabilistic inference
- generative model
- case study
- causal networks
- markov logic networks
- database
- belief networks
- causal models
- handwritten digits
- unsupervised learning
- causal relations
- test bed
- bayesian inference
- logical framework
- data driven
- causal discovery
- graphical models
- probabilistic model
- digit recognition
- causal independence