1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.ST2025
Debiased Prediction Inference with Non-sparse Loadings in Misspecified High-dimensional Regression Models
Libin Liang, Zhiqiang Tan
High-dimensional regression models with regularized sparse estimation are widely applied. For statistical inferences, debiased methods are available about single coefficients or pr…
math.ST2024
On Ridge Estimation in High-dimensional Rotationally Sparse Linear Regression
Libin Liang, Zhiqiang Tan
Recently, deep neural networks have been found to nearly interpolate training data but still generalize well in various applications. To help understand such a phenomenon, it has b…
stat.ME2019★ 1 cited
Hierarchical Total Variations and Doubly Penalized ANOVA Modeling for Multivariate Nonparametric Regression
Ting Yang, Zhiqiang Tan
For multivariate nonparametric regression, functional analysis-of-variance (ANOVA) modeling aims to capture the relationship between a response and covariates by decomposing the un…