GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings.
Monica IsgutNeha JainAndrew HornbackKaran SamelMay Dongmei WangPublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- denoising
- basis pursuit
- image denoising
- total variation
- noisy images
- high dimensional
- natural images
- low dimensional
- noise removal
- microarray
- gene expression
- wavelet packet
- denoising algorithm
- image processing
- sparse coding
- wavelet domain
- compressed sensing
- vector space
- soft thresholding
- manifold learning
- gene expression data
- dimensionality reduction
- euclidean space
- random projections
- wavelet denoising
- sparse data
- distance measure
- probabilistic model
- restricted boltzmann machine
- least squares
- compressive sensing
- image reconstruction
- classification rules
- high throughput