Keyphrases
Reproducing Kernel Hilbert Space
100%
Oracle Inequality
100%
Additive Quantile Regression
100%
Numerical Results
25%
Extra Assumption
25%
Excess Risk
25%
Population Mean
25%
Nonsmooth
25%
Learning Approaches
25%
Nonparametric
25%
Function Estimation
25%
Theoretical Properties
25%
Least Absolute Shrinkage and Selection Operator (LASSO)
25%
High-dimensional Setting
25%
Component Functions
25%
Ultrahigh-dimensional
25%
Restricted Eigenvalue
25%
Mean Regression
25%
Non-asymptotic Oracle Inequalities
25%
Lipschitz Loss
25%
Minimax Lower Bound
25%
Light-tailed
25%
Regularized Learning
25%
Oracle Rate
25%
Quantile Loss Function
25%
Concentration Inequalities
25%
Mathematics
Quantile Regression
100%
Hilbert Space
100%
Regularization
25%
Population Mean
25%
Excess Risk
25%
Minimax
25%
Component Function
25%
Loss Function
25%
Eigenvalue
25%
Quantile
25%