Responsible Artificial Intelligence and Bias Mitigation in Deep Learning Systems
2023 27TH INTERNATIONAL CONFERENCE INFORMATION VISUALISATION, IV（2023）
Abstract
Responsible, ethical and trustworthy decision making powered by the new generation of artificial intelligence (AI) and deep learning (DL) recently emerged as one of the key societal challenges. The tutorial discusses key challenges, lists major applications, presents mitigation strategies and provides insights on the future developments in this emerging research domain.
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Key words
Artificial Intelligence,Deep Learning,responsible AI,ethics,algorithmic fairness,bias mitigation,visual knowledge discovery,biometrics,decision-making
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