Double debiased transfer learning for adaptive Huber regression
From MaRDI portal
Publication:6641027
DOI10.1111/sjos.12723MaRDI QIDQ6641027
Lei Wang, Ziyuan Wang, Heng Lian
Publication date: 20 November 2024
Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)
Cites Work
- On asymptotically optimal confidence regions and tests for high-dimensional models
- Transfer Learning under High-dimensional Generalized Linear Models
- A general theory of hypothesis tests and confidence regions for sparse high dimensional models
- Adaptive transfer learning
- Scale calibration for high-dimensional robust regression
- Distributed adaptive Huber regression
- Robust post-selection inference of high-dimensional mean regression with heavy-tailed asymmetric or heteroskedastic errors
- Transfer learning for nonparametric classification: minimax rate and adaptive classifier
- Adaptive Huber Regression
- On handling negative transfer and imbalanced distributions in multiple source transfer learning
- A New Principle for Tuning-Free Huber Regression
- Estimation of High Dimensional Mean Regression in the Absence of Symmetry and Light Tail Assumptions
- Transfer Learning for High-Dimensional Linear Regression: Prediction, Estimation and Minimax Optimality
- Transfer Learning in Large-Scale Gaussian Graphical Models with False Discovery Rate Control
- Large-Scale Inference of Multivariate Regression for Heavy-Tailed and Asymmetric Data
This page was built for publication: Double debiased transfer learning for adaptive Huber regression
