Fairness Indicators: Scalable Infrastructure for Fair ML Systems

Focus: Bias

Source: Google AI

Redability: Expert

Type: Website Article

Open Source: Yes

External URL: https://ai.googleblog.com/2019/12/fairness-indicators-scalable.html

Keywords: N/A

Learn Tags: Data Tools Design/Methods Ethics Fairness Machine Learning

Summary: Google AI describes its Fairness Indicators, a suite of tools that enable regular computation and visualization of fairness metrics for binary and multi-class classification.