Data Preparation

The EU AI Act, which came into effect on February 2, 2025, introduces strict regulations on artificial intelligence systems, with

According to the European Commission’s guidelines, “The AI Act lays down harmonised rules for the placing on the market, putting

Fairness in machine learning has been predominantly studied through global metrics like Demographic Parity and Equalized Odds. These approaches aim

Fairness in healthcare machine learning is highly context-dependent. Different use cases, populations, and risks require tailored approaches to fairness, making

The growing need for fairness in machine learning models stems from the increasing reliance on AI for decisions that impact

One concept that has gained significant attention in recent years is “Equalized Odds.” As AI and ML models continue to