Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach

Tianyang Xie, Yong Ge

Survival analysis, a vital tool for predicting the time to event, has been used in many domains such as healthcare, criminal justice, and finance. Like classification tasks, surviv…