Rodeo: Sparse Nonparametric Regression in High Dimensions.
John D. LaffertyLarry A. WassermanPublished in: NIPS (2005)
Keyphrases
- high dimensions
- nonparametric regression
- high dimensional
- high dimensional data
- pointwise
- high dimensional spaces
- poor quality
- dimensionality reduction
- nearest neighbor
- low dimensional
- similarity search
- data sets
- region of interest
- high dimensionality
- sparse representation
- principal component analysis
- query processing
- data analysis