Modal Regression via Direct Log-Density Derivative Estimation.
Hiroaki SasakiYurina OnoMasashi SugiyamaPublished in: ICONIP (2) (2016)
Keyphrases
- density distribution
- ordinary least squares
- nonparametric regression
- probability density
- estimation algorithm
- estimation problems
- support vector regression
- semi parametric
- maximum likelihood estimation
- robust regression
- linear regression
- modal logic
- model selection
- regression model
- regression problems
- parameter estimation
- ridge regression
- update equations
- genetic algorithm
- estimation process
- accurate estimation
- gaussian processes
- maximum likelihood
- lower bound
- image sequences