Artificial Intelligence

Proceedings of the ACM on Human-Computer Interaction

The Potential of Diverse Youth as Stakeholders in Identifying and Mitigating Algorithmic Bias for a Future of Fairer AI

Introduction With trends revealing the general populace’s growing use of Artificial Intelligence (AI), it is becoming more evident that we, as a society, are becoming dependent on AI.   Given the increased use of AI, it is important to note that AI technologies also possess inherent social and cultural biases that reflect and perpetuate existing…

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Proceedings of Machine Learning Research

Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification

Introduction Artificial Intelligence has permeated into decision-making related to hiring, loan applications, and even duration of an individual’s sentence in prison. Despite its many advantages, errors in facial recognition algorithms that depend on artificial intelligence and machine learning can have dangerous consequences such as wrongfully accusing an individual of a crime due to errors in…

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