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xai-aaai2022

AH7: On Explainable AI: From Theory to Motivation, Industrial Applications, XAI Coding & Engineering Practices Freddy Lecue, Fosca Giannotti, Riccardo Guidotti and Pasquale Minervini

This is:

Other parts are as following in:

  • http://www-sop.inria.fr/members/Freddy.Lecue/presentation/aaai_2022_xai_tutorial.pdf (available on Feb.23.2022)

  • Part I: Introduction and Motivation - 20 minutes

  • Part II: Explanation in AI (not only Machine Learning!) - 40 minutes

  • Part III: On The Role of Knowledge Graphs in Explainable Machine Learning - 40 minutes

  • Part IV: XAI Tools, Coding and Engineering Practices - 40 minutes

  • Part V: XAI Applications, Lessons Learnt and Research Challenges - 40 minutes