Convex regression via penalized splines: A complementarity approach.
Jinglai ShenXiao WangPublished in: ACC (2012)
Keyphrases
- model selection
- regression model
- convex optimization
- least squares
- maximum likelihood
- locally weighted
- regression problems
- linear regression
- loss function
- regression algorithm
- closed form
- simple linear
- convex sets
- support vector
- risk minimization
- regression methods
- reproducing kernel hilbert space
- real valued functions
- partial least squares
- machine learning
- convex hull
- b spline
- piecewise linear
- regression analysis
- incomplete information
- feature selection
- genetic algorithm
- convex functions
- convex relaxation
- learning algorithm
- neural network
- classification and regression problems