Counterfactual Explanations as Interventions in Latent Space.
Riccardo CrupiAlessandro CastelnovoDaniele RegoliBeatriz San Miguel GonzálezPublished in: CoRR (2021)
Keyphrases
- latent space
- latent variables
- gaussian process
- low dimensional
- parameter space
- generative model
- dimensionality reduction
- lower dimensional
- gaussian processes
- feature space
- probabilistic latent semantic analysis
- matrix factorization
- high dimensional
- distance metric
- transfer learning
- manifold learning
- gaussian process latent variable models
- gaussian mixture
- high dimensional data
- high dimensional spaces
- collaborative filtering
- prior knowledge