Fairness-Aware Algorithms

Fairness-Aware Algorithms are special computer programs designed to make decisions or predictions while actively considering fairness across different groups of people. They aim to reduce biases and prevent unfair treatment based on characteristics like race, gender, or age. By adjusting how data is analyzed or how outcomes are generated, these algorithms promote more equitable results. This approach helps ensure that technology benefits everyone fairly, avoiding discrimination or unfair advantages. Essentially, fairness-aware algorithms strive to make automated systems more just and inclusive in their decision-making processes.