The Algorithmic Divide: Why Healthcare AI Shouldn’t Treat Everyone The Same

AI is only as good as the data it learns from. Right now, research suggests 73% of health data in AI comes from North America ...

Why Do Ivy League Colleges Reject Some Students With Perfect Scores?

Holistic admissions explains why highly selective colleges admit students who may seem by some metrics less qualified than others.
TechRepublic

The Global Fight Over Who Controls Your Data Just Escalated — Here’s What the Numbers Say

The Global Fight Over Who Controls Your Data Just Escalated — Here’s What the Numbers Say Your email has been sent A new diplomatic offensive against foreign privacy laws collides with fresh research ...
IEEE

An Improved Generative Adversarial Networks-Based Oversampling Method for Imbalanced Data Classification

Abstract: Data imbalance is one of the main reasons for the degradation of machine learning model performance. In supervised learning, class imbalance often leads to a shift in the decision boundary, ...
IEEE

Diffusion GAN-Based Oversampling for Imbalanced Tabular Data

Abstract: Imbalanced class distribution disrupts the training of a classifier, resulting in biases favoring majority classes. Data oversampling is a common strategy to tackle this issue. However, ...