Jiasi Chen

Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective

2024 · arXiv (Cornell University)

Modern classification problems exhibit heterogeneities across individual classes: Each class may have unique attributes, such as sample size, label quality, or predictability (easy vs difficult), and variable importance at test-time. Without care, these heterogeneities impede …