Keyphrases
Neural Network
100%
Quantile Regression Model
85%
Deep Neural Network
67%
Resampling
64%
Simulation Study
64%
Deep Learning
57%
Non-asymptotic
53%
Penalty Function
53%
Statistical Machine Learning
42%
Class of Estimators
42%
Maximum Rank Correlation Estimation
42%
Maximum Rank Correlation Estimator
42%
Random Weighting
42%
Plug-in Rule
42%
Maximum Rank Correlation
42%
Non-crossing Quantiles
42%
Closed-form Expression
42%
Censored Data
42%
Particulate Matter 2.5 (PM2.5)
42%
Convolutional Neural Network
42%
High-dimensional Data
42%
Error Distribution
42%
Inference Methods
42%
Ranking Method
42%
Asymptotically Normal
42%
Unknown Link Function
42%
Nonparametric Inference
42%
Functional Equivalence
42%
Nonparametric Estimation
42%
Rule Weight
42%
Neural Regression
42%
Nonparametric Regression
42%
Rectifier
42%
Sobolev Spaces
42%
Robustness to Outliers
42%
Low-dimensional Manifolds
42%
Single-index Model
42%
Non-asymptotic Error Bound
42%
Variance Estimation
42%
Error Bound
39%
Nonparametric Quantile Regression
32%
Quantile Regression
32%
Sobolev
28%
Regression Estimator
28%
Regular Function
28%
Approximation Error Bounds
28%
Curse of Dimensionality
28%
Excess Risk Bound
24%
Smooth Function
24%
New Approximation
24%
Mathematics
Quantile Regression
85%
Neural Network
85%
Error Bound
78%
Prefactor
64%
Approximates
53%
Spearman's Coefficient
42%
Nonparametric Inference
42%
Nonparametric Estimation
42%
Sobolev Space
42%
Manifold
42%
Polynomial
42%
Convolutional Neural Network
42%
Asymptotics
35%
Dimensional Manifold
32%
Excess Risk
28%
Simulation Study
28%
Regression Estimator
21%
Curse of Dimensionality
21%
Approximation Error
21%
Regular Function
21%
Least Square
21%
Smooth Function
17%
Deep Neural Network
17%
Inference Procedure
14%
Regression Model
14%
Loss Function
14%
Variance Estimation
14%
Model Index
14%
Error Distribution
14%
Construct Confidence Interval
14%
Asymptotic Distribution
14%
Strong Evidence
14%
Dimensional Data
14%
Closed Form
14%
Statistical Hypothesis Testing
14%
Censored Data
14%
Outlier
14%
Minkowski Dimension
10%
Hlder Space
10%
Data Distribution
10%
Relative Efficiency
10%
Cross-Entropy
10%
Convergence Rate
10%
Classification Method
10%
Weaker Assumption
10%
Square Loss
10%
Square Regression
10%
Quantitative Measure
10%
Relative Merit
10%
Minimax
10%