Fairness and Ethics in AI
Abstract
As the complexity and capabilities of AI technologies continue to increase, they will continue topose a risk for their users. In this thesis, different techniques have been reviewed to see how thecurrent research proposes to introduce concepts such as fairness and ethics in AI. These techniquesintroduces fairness through interpretability of a complex model and an audit tool that allows forverifying bias and fairness metrics. As the complexity and capabilities of AI technologies continue to increase, they will continue topose a risk for their users. In this thesis, different techniques have been reviewed to see how thecurrent research proposes to introduce concepts such as fairness and ethics in AI. These techniquesintroduces fairness through interpretability of a complex model and an audit tool that allows forverifying bias and fairness metrics.