Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction.
Toshiaki Koike-AkinoYe WangPublished in: ISIT (2020)
Keyphrases
- dimensionality reduction
- principal component analysis
- high dimensionality
- data representation
- pattern recognition
- high dimensional
- low dimensional
- bit rate
- feature extraction
- structure preserving
- rate distortion
- high dimensional data
- low complexity
- dimensionality reduction methods
- learning automata
- lightweight
- principal components
- manifold learning
- feature space
- nonlinear dimensionality reduction
- pattern recognition and machine learning
- least squares
- data points
- rate control
- stochastic optimization
- feature selection
- linear dimensionality reduction