Estimation of projection pursuit regression via alternating linearization
From MaRDI portal
Publication:6096647
DOI10.1016/j.csda.2023.107793MaRDI QIDQ6096647
Publication date: 15 September 2023
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
linearizationnonparametric regressionhigh-dimensional data\(L_1\) penaltyrectified linear unit (ReLU)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Sparse Sliced Inverse Regression Via Lasso
- The EFM approach for single-index models
- A representation problem for smooth sums of ridge functions
- Projection pursuit
- Optimal rates of convergence for nonparametric estimators
- Multivariate adaptive regression splines
- Estimation of a projection-pursuit type regression model
- A simple lemma on greedy approximation in Hilbert space and convergence rates for projection pursuit regression and neural network training
- A practical guide to splines
- Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
- Local asymptotics for polynomial spline regression
- Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space
- A distribution-free theory of nonparametric regression
- Nonparametric regression using deep neural networks with ReLU activation function
- High dimensional single index models
- Optimal smoothing in single-index models
- Approximation by Ridge Functions and Neural Networks
- Generalized Partially Linear Single-Index Models
- Penalized Spline Estimation for Partially Linear Single-Index Models
- Feature Screening via Distance Correlation Learning
- An Adaptive Estimation of Dimension Reduction Space
- Adaptive Varying-Coefficient Linear Models
- On extended partially linear single-index models
- Linearized maximum rank correlation estimation
- Random forests
This page was built for publication: Estimation of projection pursuit regression via alternating linearization
