DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations.
Jiageng ZhuHanchen XieJiazhi LiWael Abd-AlmageedPublished in: CoRR (2024)
Keyphrases
- high dimensional
- causal models
- similarity search
- causal relationships
- bayesian networks
- multi modal
- low dimensional
- dimensionality reduction
- multi dimensional
- nearest neighbor
- multiple representations
- high dimensional problems
- causal graph
- causal relations
- high dimension
- representation scheme
- real time
- causal networks
- feature space
- metric space
- parameter space
- qualitative models
- microarray data
- causal reasoning
- high dimensionality
- logic programs
- data points
- multiscale