EurekAlert!

Injecting fairness into machine-learning models

If a machine-learning model is trained using an unbalanced dataset, such as one that contains far more images of people with lighter skin than people with darker skin, there is serious risk the ...
Business Wire

Exactech Publishes New Machine Learning Research That Evaluates Fairness and Accuracy of AI Predictions

GAINESVILLE, Fla.--(BUSINESS WIRE)--Exactech, a developer and producer of innovative implants, instrumentation, and smart technologies for joint replacement surgery, reports a new study 1 that ...
Futurism

Google Adds AI Fairness Lessons to Its Machine Learning Crash Course

Bias in AI is a truly worrisome issue. We’ve seen algorithms that are racist, sexist, and every other negative -ist you can think of. Even more troubling: if we eliminate all the human bias in our ...
WRAL TechWire

Can we achieve fairness in machine learning? UNC researchers have new approach

Editor’s note: Deep Dive – a feature looking in depth at timely issues from tech to jobs is a regular feature on Wednesdays in TechWire. CHAPEL HILL – The recent explosion of large language models ...
InfoQ

Meenakshi Kaushik and Neelima Mukiri on Responsible AI and Machine Learning Algorithm Fairness

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Marketplace

How to ensure fairness in machine learning models for diagnosing illness

Physicians and medical experts are starting to incorporate algorithms and machine learning in many parts of the health care system, including experimental models to analyze images from X-rays and ...