A tree-based regressor that adapts to intrinsic dimension.
Samory KpotufeSanjoy DasguptaPublished in: J. Comput. Syst. Sci. (2012)
Keyphrases
- intrinsic dimension
- high dimensions
- intrinsic dimensionality
- high dimensional data
- dimension reduction
- diffusion maps
- nearest neighbor
- high dimensional
- low dimensional
- data distribution
- shape model
- similarity search
- sparse representation
- noisy data
- neural network
- principal component analysis
- active learning
- feature selection