High-dimensional Asymptotics of Denoising Autoencoders.
Hugo CuiLenka ZdeborováPublished in: NeurIPS (2023)
Keyphrases
- denoising
- high dimensional
- image denoising
- noisy images
- natural images
- image processing
- total variation
- wavelet domain
- low dimensional
- denoising algorithm
- dimensionality reduction
- noise removal
- markov chain
- feature space
- sparse data
- high dimensionality
- sufficient conditions
- similarity search
- high dimensional problems
- data points
- multi dimensional
- nearest neighbor
- variable selection
- gaussian noise
- microarray data
- wavelet packet
- parameter space
- image compression
- multiresolution
- feature vectors
- denoising methods
- high dimensional spaces
- high dimension
- wavelet denoising