Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction.
Toshiaki Koike-AkinoYe WangPublished in: CoRR (2020)
Keyphrases
- dimensionality reduction
- low dimensional
- feature extraction
- high dimensionality
- rate distortion
- manifold learning
- stochastic optimization
- random projections
- feature space
- high dimensional
- principal component analysis
- pattern recognition and machine learning
- dimensionality reduction methods
- stochastic model
- structure preserving
- error control
- high dimensional data
- linear discriminant analysis
- bit rate
- principal components
- motion estimation
- data representation
- data analysis
- pattern recognition
- nonlinear dimensionality reduction
- learning automata
- monte carlo
- low complexity
- discriminant analysis
- data sets
- video coding
- markov chain
- image sequences