Robustness of reweighted Least Squares Kernel Based Regression.
Michiel DebruyneAndreas ChristmannMia HubertJohan A. K. SuykensPublished in: J. Multivar. Anal. (2010)
Keyphrases
- reweighted least squares
- kernel ridge regression
- support vector
- sparse kernel
- regression model
- regression analysis
- linear regression
- support vector regression
- kernel methods
- support vector machine
- gradient boosting
- partial least squares
- simple linear
- regression methods
- locally weighted
- data sets
- linear combination
- machine learning
- artificial neural networks
- aggregating algorithm
- ridge regression
- probabilistic model
- database
- digital images
- computational efficiency
- online learning