Autoencoder latent space: an empirical study.
Leticia V. N. LapendaRodrigo P. MonteiroCarmelo J. A. Bastos FilhoPublished in: SSCI (2020)
Keyphrases
- latent space
- latent variables
- low dimensional
- gaussian process
- lower dimensional
- manifold learning
- parameter space
- gaussian processes
- feature space
- high dimensional
- matrix factorization
- dimensionality reduction
- probabilistic latent semantic analysis
- generative model
- transfer learning
- distance metric
- probabilistic model
- gaussian process latent variable models
- high dimensional data
- gaussian mixture
- high dimensional spaces
- neural network
- pattern recognition
- data sets
- random variables
- em algorithm
- data points
- prior knowledge
- bayesian networks