28 citations · 31 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 28 cited
AutoBalance: Optimized Loss Functions for Imbalanced Data
Mingchen Li, Xuechen Zhang, Christos Thrampoulidis +2
Imbalanced datasets are commonplace in modern machine learning problems. The presence of under-represented classes or groups with sensitive attributes results in concerns about gen…
cs.CV2021★ 3 cited
Post-hoc Models for Performance Estimation of Machine Learning Inference
Xuechen Zhang, Samet Oymak, Jiasi Chen
Estimating how well a machine learning model performs during inference is critical in a variety of scenarios (for example, to quantify uncertainty, or to choose from a library of a…