Lezing 'Explainable and trustworthy AI '

Voor wie
Alumni , Bedrijven , Medewerkers , Studenten
Wanneer
30-09-2024 van 17:30 tot 21:00
Waar
lokaal 0.1 - lokaal UGain, Technologiepark 60, 9052 Zwijnaarde
Voertaal
Engels
Door wie
UGain - UGent Academie voor Ingenieurs - Faculty of Engineering and Architecture
Contact
an.balcaen@ugent.be
Website
https://www.ugain.ugent.be/AI2024.htm

Get more insights in techniques that can be applied to achieve explainable and trustworthy AI.

AI nowadays are complex and sophisticated algorithms that sometimes make it difficult for the humans to understand and interpret the decisions or suggestions of the AI system. Explainable AI puts the following properties on the foreground to deliver trust:

  • Gaining trust by explaining for example the characteristics of AI output.
  • By explaining an AI technique understanding will increase, allowing to investigate if the technique can be transferred to another domain or problem.
  • Informing a user about the workings of an AI model so that there is no misinterpretation.
  • When explaining AI models issues concerning privacy awareness come into play. Private data should not be exposed by the models.

This course contains 10 lessons and can be followed onsite or online.