From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication.
Irene CannistraciLuca MoschellaMarco FumeroValentino MaiorcaEmanuele RodolàPublished in: ICLR (2024)
Keyphrases
- latent space
- low dimensional
- lower dimensional
- generative model
- latent variables
- gaussian process
- dimensionality reduction
- gaussian processes
- feature space
- manifold learning
- gaussian process latent variable models
- matrix factorization
- parameter space
- learning tasks
- high dimensional
- distance metric
- high dimensional data
- model selection
- higher dimensional
- supervised learning
- probabilistic latent semantic analysis
- machine learning