QuarkAndCode·Feb 27Model Fairness in Machine Learning: Metrics, Audits & MitigationThe algorithm was supposed to help identify patients who needed extra care. But at the same risk score, Black patients were considerably…
InArize AIbySallyAnn DeLucia·May 25, 2023Evaluating Model Fairness: a PrimerIn many ways, bias and fairness in AI are two sides of the same coin; bias is a result, fairness is an action. Bias is inherently present…
Hiro Nakagame·Apr 8, 2023What is model fairness and why we need to care about it.AI is omnipresent, whether you are a user or a subject. It exerts its influence on your decisions in every facet of your daily life, and…
InTDS ArchivebyFabricio Pretto·Jul 28, 2020Uncovering the Magic: interpreting Machine Learning black-box modelsHave you ever developed a machine learning model with a great accuracy and an awesome AUC, but had no clue about how to explain the…A response icon2
