A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data.
Saptarshi ChakrabortyPeter L. BartlettPublished in: CoRR (2024)
Keyphrases
- statistical analysis
- data sets
- high dimensional data
- database
- data distribution
- input space
- raw data
- low dimensional
- data points
- high quality
- knowledge discovery
- data analysis
- image data
- data processing
- data collection
- training data
- data model
- bayesian networks
- experimental data
- domain experts
- synthetic data
- data structure
- video sequences
- input data
- dimensionality reduction
- denoising
- small number
- pairwise