xai-aaai2022

AAAI 2022 Tutorial (presented on Feb.24 2022)

AH7: On Explainable AI: From Theory to Motivation, Industrial Applications, XAI Coding & Engineering Practices

• https://xaitutorial2022.github.io/
• https://aaai.org/Conferences/AAAI-22/aaai22tutorials/

Authors: Freddy Lecue, Fosca Giannotti, Riccardo Guidotti and Pasquale Minervini

This github is:

• Part IV: XAI Tools, Coding and Engineering Practices - 40 minutes of Tutorial
• https://github.com/flecue/xai-aaai2022

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

Video available:

• https://www.youtube.com/watch?v=07hifxAsXjc