Weijie Guan

Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox

Long-tailed data distributions pose challenges for a variety of domains like e-commerce, finance, biomedical science, and cyber security, where the performance of machine learning models is often dominated by head categories while tail categories are inadequately learned. This work aims to provide a…