The AI4Gov team is presenting at the Data for Policy 2024 conference in London this week. The conference, titled “Decoding the Future: Trustworthy Governance with AI?”, brings together global experts to explore AI’s role in trustworthy decision-making and governance.

Their presentation, “Towards Fairer AI: A Visual Synthesis of Bias Mitigation Tools and Training Frameworks”, is part of Track 4: Ethics, Equity and Trustworthiness. The authors are:

• from Jožef Stefan Institute, Ljubljana, Slovenia: Alenka Guček, Tanja Zdolšek Draksler, Matej Kovačič
• from University of Piraeus Research Centre (UPRC), Athens, Greece: Andreas Karabetian, Konstantinos Mavrogiorgos, George Manias

The presentation addresses the crucial topic of fairness in AI, presenting a visual overview of tools and frameworks for mitigating bias in AI systems. The team introduces a comprehensive Bias Detector Toolkit, designed as a visual catalogue synthesizing various bias mitigation tools. This toolkit aims to empower a wide range of stakeholders, from the general public to AI practitioners, with a nuanced understanding of available tools for detecting and mitigating biases in AI systems.