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Demographic Bias of Vision-Language Foundation Models in Medical Imaging
A Python package to assess and improve fairness of machine learning models.
An experimental platform for federated learning.
Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
A face database with a large number of high-quality attribute annotations
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
Paper List for Fair Graph Learning (FairGL).
A library that implements fairness-aware machine learning algorithms
This is an open-source tool to assess and improve the trustworthiness of AI systems.
A Python toolkit for analyzing machine learning models and datasets.
Papers and online resources related to machine learning fairness