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GLocalX – From Local to Global Explanations of Black Box AI Models
May 19, 2021 @ 10:00 am - 11:00 am EDT
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https://www.eventbrite.ca/e/glocalx-from-local-to-global-explanations-of-black-box-ai-models-tickets-153390387779
Accurate AI models often are black-boxes which we are not able to understand. Applications in sensitive and critical domains are a strong motivational factor in trying to understand the behavior of black-boxes. In this study authors proposed to address this issue by providing an interpretable layer on top of black-box models by aggregating “local” explanations. GLocalX iteratively generalizes them into global explanations by hierarchically aggregating them.
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