DNNR: Differential Nearest Neighbors Regression.
Youssef NaderLeon SixtTim LandgrafPublished in: ICML (2022)
Keyphrases
- nearest neighbor
- k nearest neighbor
- knn
- regression model
- data points
- high dimensional spaces
- index structure
- nearest neighbor search
- nearest neighbor algorithm
- polynomial regression
- simple linear
- linear regression
- high dimensional data
- distance function
- support vector regression
- regression algorithm
- regression analysis
- training set
- support vector
- partial least squares
- nearest neighbor rule
- regression method
- learning algorithm
- regression function
- regression methods
- regression problems
- decision boundary
- gaussian processes
- pattern classification
- model selection
- genetic algorithm
- training data
- locally weighted
- aggregating algorithm