Counterfactual Causality for Reachability and Safety based on Distance Functions.
Julie ParreauxJakob PiribauerChristel BaierPublished in: CoRR (2023)
Keyphrases
- distance function
- causal reasoning
- similarity search
- nearest neighbor
- knn
- complex objects
- metric space
- distance measure
- euclidean distance
- causal models
- similarity function
- causal relationships
- state space
- k nearest neighbor
- data points
- transitive closure
- quadratic form
- distance computation
- causal relations
- data sets
- distance metric
- logical framework
- high dimensional
- data mining
- data representations
- high dimensional data
- low dimensional
- dimensionality reduction
- triangle inequality
- databases