A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data.
Saptarshi ChakrabortyPeter L. BartlettPublished in: ICLR (2024)
Keyphrases
- statistical analysis
- low dimensional
- high dimensional data
- data collection
- input space
- data points
- data analysis
- database
- experimental data
- data structure
- data sets
- high dimensional
- original data
- prior knowledge
- data sources
- denoising
- data quality
- raw data
- data distribution
- synthetic data
- image data
- high quality
- small number
- data mining
- missing data
- spatial data
- computer systems
- training data
- data processing
- data model
- manifold learning