2 papers
stat.ME2026
Fair Regression under Demographic Parity: A Unified Framework
Yongzhen Feng, Weiwei Wang, Raymond K. W. Wong +1
We propose a unified framework for fair regression tasks formulated as risk minimization problems subject to a demographic parity constraint. Unlike many existing approaches that a…
math.ST2022
Testing linearity in semi-functional partially linear regression models
Yongzhen Feng, Jie Li, Xiaojun Song
This paper proposes a Kolmogorov-Smirnov type statistic and a Cramér-von Mises type statistic to test linearity in semi-functional partially linear regression models. Our test stat…