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code for "Erasure of Unaligned Attributes from Neural Representations"
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
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
Solution to the Debiasing Track of KDD CUP 2020
Paper List for Fair Graph Learning (FairGL).
A library that implements fairness-aware machine learning algorithms
A Python toolkit for analyzing machine learning models and datasets.
Papers and online resources related to machine learning fairness
Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.