Robust modal regression with direct gradient approximation of modal regression risk.
Hiroaki SasakiTomoya SakaiTakafumi KanamoriPublished in: UAI (2020)
Keyphrases
- regression model
- human age estimation
- modal logic
- support vector
- polynomial regression
- locally weighted
- robust regression
- linear regression
- closed form
- computationally efficient
- support vector regression
- gaussian processes
- neural network
- regression method
- simple linear
- gaussian process regression
- special case
- ridge regression
- expected error
- piecewise constant
- classification and regression problems
- regression algorithm
- nonmonotonic logics
- risk management
- model selection
- image processing