Identifying Chemicals Through Dimensionality Reduction.
Emile AnandCharles SteinhardtMartin HansenPublished in: CoRR (2022)
Keyphrases
- dimensionality reduction
- high dimensionality
- structure preserving
- high dimensional
- high dimensional data
- low dimensional
- pattern recognition and machine learning
- feature extraction
- pattern recognition
- linear discriminant analysis
- data representation
- manifold learning
- principal components
- databases
- principal component analysis
- singular value decomposition
- metric learning
- random projections
- nonlinear dimensionality reduction
- data analysis
- real world
- input space
- feature space
- preprocessing step