百晓学者学者目录

闫怡博

副教授、教授、讲师，上海对外经贸大学

精选作品

期刊论文

2025

Transfer learning for high-dimensional data with heavy-tailed noise: A sparse convoluted rank regression method

Yibo Yan, Qianli Ma, Riquan Zhang, Xiaozhou Wang

Statistics and Computing

DOI

2025

High-Dimensional Differentially Private Quantile Regression: Distributed Estimation and Statistical Inference

Ziliang Shen, Cai-Xing Wang, Shao-Li Wang, Yibo Yan

arXiv.org

DOI

2025

Recent Developments on Statistical Transfer Learning

Zhengyu Zhu, Yibo Yan, Gefei Li, Riquan Zhang

International Statistical Review

DOI

2023

分位数回归和稳健统计的若干研究

闫怡博

《华东师范大学》

2023

Composite smoothed quantile regression

Yibo Yan, Xiaozhou Wang, Riquan Zhang

Stat

DOI

2023

Statistical inference and distributed implementation for linear multicategory SVM

Gaoming Sun, Xiaozhou Wang, Yibo Yan, Riquan Zhang

Stat

DOI

2023

Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing

Yibo Yan, Xiao-Zhou Wang, Riquan Zhang

Journal of machine learning research

2023

Robust distributed multicategory angle-based classification for massive data

Gaoming Sun, Xiaozhou Wang, Yibo Yan, Riquan Zhang

Metrika (Heidelberg)

DOI

2022

Rejoinder on ‘A review of distributed statistical inference’

Yuan Gao, Wei-Dong Liu, Han-Sheng Wang, Xiaozhou Wang, Yibo Yan, Riquan Zhang

Statistical Theory and Related Fields

DOI

2021

A review of distributed statistical inference

Yuan Gao, Wei-Dong Liu, Han-Sheng Wang, Xiaozhou Wang, Yibo Yan, Riquan Zhang

Statistical Theory and Related Fields

DOI

Robust and computationally efficient gradient-based estimation

Yibo Yan, Xiao-Zhou Wang, Riquan Zhang

Journal of Statistical Planning and Inference

DOI

Knowledge Transfer for Sparse Part Linear Models with Privacy Guarantee: Estimation, Inference and Multiple Testing

Zhengyu Zhu, Yibo Yan, Heng Lian, Riquan Zhang

Statistica sinica

DOI

研究方向

高维统计推断与分位数回归稳健统计优化隐私保护机器学习

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