A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems

Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives

Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?

Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data