Interpretable Latent Space to Enable Counterfactual Explanations.
Francesco BodriaRiccardo GuidottiFosca GiannottiDino PedreschiPublished in: DS (2022)
Keyphrases
- latent space
- latent variables
- low dimensional
- dimensionality reduction
- feature space
- lower dimensional
- high dimensional
- generative model
- gaussian process
- gaussian process latent variable models
- gaussian processes
- parameter space
- manifold learning
- high dimensional spaces
- probabilistic latent semantic analysis
- matrix factorization
- probabilistic model
- image retrieval
- pattern recognition
- dimension reduction
- transfer learning
- high dimensional data
- maximum likelihood