AOL

How to detect unwanted bias in machine learning models

In 2016, the World Economic Forum claimed we are experiencing the fourth wave of the Industrial Revolution: automation using cyber-physical systems. Key elements of this wave include machine ...
EurekAlert!

Researchers reduce bias in AI models while preserving or improving accuracy

CAMBRIDGE, MA — Machine-learning models can fail when they try to make predictions for individuals who were underrepresented in the datasets they were trained on. For instance, a model that predicts ...
insideHPC

4 Sources of Machine Learning Bias & How to Mitigate the Impact on AI Systems

This guest post from Alegion explores the reality of machine learning bias and how to mitigate its impact on AI systems. Artificial intelligence (AI) isn’t perfect. It exists as a combination of ...