Transparent Latent Space Counterfactual Explanations for Tabular Data.
Francesco BodriaRiccardo GuidottiFosca GiannottiDino PedreschiPublished in: DSAA (2022)
Keyphrases
- tabular data
- latent space
- latent variables
- low dimensional
- gaussian process
- feature space
- dimensionality reduction
- manifold learning
- generative model
- parameter space
- lower dimensional
- gaussian processes
- matrix factorization
- high dimensional
- probabilistic latent semantic analysis
- differential privacy
- gaussian mixture
- gaussian process latent variable models
- distance metric
- transfer learning
- high dimensional spaces
- data points
- pattern recognition
- data sets
- privacy preserving
- high dimensional data
- principal component analysis
- machine learning
- data mining