Data Heterogeneity Modeling for Trustworthy Machine Learning

Jiashuo Liu, Peng Cui

Data heterogeneity plays a pivotal role in determining the performance of machine learning (ML) systems. Traditional algorithms, which are typically designed to optimize average pe…