Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses.
Ananya UppalShashank SinghBarnabás PóczosPublished in: NeurIPS (2019)
Keyphrases
- convergence rate
- nonparametric density estimation
- density estimation
- image decomposition
- random fields
- total variation
- learning rate
- primal dual
- numerical stability
- denoising
- outlier detection
- image denoising
- probability density function
- image restoration
- image segmentation
- convex optimization
- parameter estimation
- multiscale
- gaussian kernels
- bayesian networks