Dimensionality Reduction via Program Induction.
Kevin EllisEyal DechterJoshua B. TenenbaumPublished in: AAAI Spring Symposia (2015)
Keyphrases
- dimensionality reduction
- program synthesis
- functional programs
- high dimensional
- low dimensional
- high dimensional data
- data representation
- feature extraction
- principal component analysis
- high dimensionality
- machine learning
- structure preserving
- program execution
- inductive learning
- pattern recognition and machine learning
- nonlinear dimensionality reduction
- computer programs
- linear discriminant analysis
- pattern recognition
- kernel learning
- random projections
- concept formation
- concept learning
- manifold learning
- feature selection