research
∙
01/17/2023
A Distribution Free Truncated Kernel Ridge Regression Estimator and Related Spectral Analyses
It is well known that kernel ridge regression (KRR) is a popular nonpara...
share
research
∙
08/04/2022
A Stable Jacobi polynomials based least squares regression estimator associated with an ANOVA decomposition model
In this work, we construct a stable and fairly fast estimator for solvin...
research
∙
02/02/2022
Multivariate nonparametric regression by least squares Jacobi polynomials approximations
In this work, we study a random orthogonal projection based least square...
research
∙
12/10/2020
Spectral analysis of some random matrices based schemes for stable and robust nonparametric and functional regression estimators
In the first part of this work, we develop and study a random pseudo-inv...
research
∙
01/30/2020