Empirical comparison between autoencoders and traditional dimensionality reduction methods.
Quentin FournierDaniel AloisePublished in: CoRR (2021)
Keyphrases
- dimensionality reduction methods
- dimensionality reduction
- denoising
- machine learning
- image processing
- principal components analysis
- neural network
- computer vision
- feature extraction
- preprocessing
- probabilistic model
- information extraction
- distance measure
- preprocessing step
- random projections
- discriminant projection