论文标题
在协变量转移和缺少受保护属性下的公平分类 - 使用相关特征的调查
Fair Classification under Covariate Shift and Missing Protected Attribute -- an Investigation using Related Features
论文作者
论文摘要
这项研究调查了基于使用重要性权威来处理协变量偏移的简单方法，在协变量偏移和缺失受保护属性下进行公平分类的问题，相关特征ARXIV：2104.14537来处理缺失的受保护属性。
This study investigated the problem of fair classification under Covariate Shift and missing protected attribute using a simple approach based on the use of importance-weights to handle covariate-shift and, Related Features arXiv:2104.14537 to handle missing protected attribute.
