Statistical Guarantees of Generative Adversarial Networks for Distribution Estimation.
Minshuo ChenWenjing LiaoHongyuan ZhaTuo ZhaoPublished in: CoRR (2020)
Keyphrases
- power law
- statistically sound
- data driven
- social networks
- network structure
- network analysis
- maximum likelihood criterion
- confidence intervals
- accurate estimation
- generative model
- parameter estimation
- gaussian distribution
- statistical methods
- spatial distribution
- estimation algorithm
- statistical models
- maximum likelihood estimator
- probability distribution
- degree distribution
- network model
- statistical distribution
- density distribution
- small world
- statistical inference
- maximum likelihood estimation
- computer networks
- data distribution
- statistical analysis
- graphical models
- image sequences