Explaining Black Box with Visual Exploration of Latent Space.
Francesco BodriaSalvatore RinzivilloDaniele FaddaRiccardo GuidottiFosca GiannottiDino PedreschiPublished in: EuroVis (Short Papers) (2022)
Keyphrases
- black box
- visual exploration
- latent space
- latent variables
- low dimensional
- dimensionality reduction
- gaussian process
- lower dimensional
- generative model
- visualization tool
- white box
- exploratory analysis
- matrix factorization
- feature space
- black boxes
- manifold learning
- parameter space
- high dimensional
- gaussian process latent variable models
- probabilistic latent semantic analysis
- gaussian processes
- visualization tools
- high dimensional data
- transfer learning
- distance metric
- gaussian mixture
- nearest neighbor
- probabilistic model
- principal component analysis
- high dimensional spaces
- data analysis
- open source
- semi supervised