http://cognitive-science.info/wp-content/uploads/2019/09/AIX360-CSIG-V1-2019-09-05.pdf (Slides)
http://cognitive-science.info/community/weekly-update/ Update: Recording: https://www.youtube.com/watch?v=Yn4yduyoQh4
http://aix360.mybluemix.net/ (Technical link)
What does it take to trust AI Decisions ?
AI IS NOW USED IN MANY HIGH-STAKES DECISION MAKING APPLICATIONS
Addressing:
Is it fair? Is it easy to understand? Did anyone tamper with it? Is it accountable?
Very good talk, lots of great progress shown here, but still lots more to do. Everyone doing serious work with AI systems should examine this work and see how their system could link to this capability. And extend it. More to follow.
IBM Research AI Explainability 360 Toolkit
By Vijay Arya, Rachel Bellamy, Pin-Yu Chen,Payel Das, Amit Dhurandhar, MaryJo Fitzgerald,Michael Hind, Samuel Hoffman,Stephanie Houde, Vera Liao, Ronny Luss,Sameep Mehta, Saska Mojsilovic, Sami Mourad,Pablo Pedemonte, John Richards,Prasanna Sattigeri, Moninder Singh,Karthikeyan Shanmugam, Kush Varshney,Dennis Wei, Yunfeng Zhang, Ramya Raghavendra
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