On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension.
Saptarshi ChakrabortyPeter L. BartlettPublished in: CoRR (2024)
Keyphrases
- data sets
- statistical methods
- statistical analysis
- experimental data
- data collection
- historical data
- data processing
- statistical inference
- data sources
- statistical models
- image data
- data analysis
- prior knowledge
- statistical data
- data mining techniques
- input data
- data distribution
- temporal dimension
- database
- high dimensional data
- missing data
- network structure
- raw data
- original data
- neural network
- data driven
- end users
- training data
- computer systems
- high quality
- multi agent
- databases
- data mining
- correlation analysis
- statistical tests
- learning models
- bayesian networks
- hidden markov models
- probabilistic model
- probability distribution
- knowledge discovery
- maximum likelihood
- generative model