Tabular and latent space synthetic data generation: a literature review.
João FonsecaFernando BaçãoPublished in: J. Big Data (2023)
Keyphrases
- literature review
- data generation
- latent space
- low dimensional
- latent variables
- gaussian process
- case study
- lower dimensional
- dimensionality reduction
- generative model
- streaming data
- active learning
- feature space
- manifold learning
- matrix factorization
- data streams
- high dimensional
- gaussian processes
- parameter space
- gaussian process latent variable models
- high throughput
- transfer learning
- probabilistic latent semantic analysis
- distance metric
- co training
- high dimensional data
- data points
- feature selection
- data sets
- learning algorithm