Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Data.
Yuta SumiyaHayaru ShounoPublished in: CoRR (2024)
Keyphrases
- tabular data
- feature space
- statistical disclosure control
- cell suppression
- attribute values
- controlled tabular adjustment
- input data
- differential privacy
- dimensionality reduction
- principal component analysis
- high dimensional
- kernel function
- low dimensional
- data points
- feature selection
- numerical data
- disclosure risk
- image retrieval
- feature extraction