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What is Wrong with Explainable AI?
Tuesday Dec 1 2020 16:00 GMT
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What is Wrong with Explainable AI?
Why This Is Interesting

Peter will present his view of the limitations of existing XAI techniques (LIME, Shapley Values, Partial Dependence Plot, Saliency Maps, Counterfactual Explanations & Rule Extraction) and introduce his novel proposed framework - RAY (Restructure, Assess, Yank)

Discussion Points
  1. Limitations of existing XAI tools and techniques (LIME, Shapley Values, Partial Dependence Plot, Saliency Maps, Counterfactual Explanations & Rule Extraction)
  2. Introduce the novel proposed framework RAY (Restructure, Assess, Yank) framework
Time of Recording: Tuesday Dec 1 2020 16:00 GMT
slides: please to see content