AI3SD Video: Explainable Machine Learning for Trustworthy AI

Fosca Giannotti
Black box AI systems for automated decision making, often based on machine learning over (big) data, map a userĂ¢s features into a class or a score without exposing the reasons why. This is problematic not only for the lack of transparency, but also for possible biases inherited by the algorithms from human prejudices and collection artifacts hidden in the training data, which may lead to unfair or wrong decisions. The future of AI lies in...

Registration Year

  • 2021
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Resource Types

  • Audiovisual
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Affiliations

  • University of Southampton
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  • University of Pisa
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