Sahra Ghalebikesabi

Sahra Ghalebikesabi

PhD student in Statistical Machine Learning, a.k.a full-time debugger

Shapley Values: Model-Agnostic Local Explanation Models From a Statistical Viewpoint II

less than 1 minute read

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Without understanding the mathematical expressions of Shapley values, their attributions can be counterintuitive. This blog post focuses on explaining the mathematical expression of Shapley values. Find the whole blog post here.

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Model-Agnostic Local Explanation Models From a Statistical Viewpoint I

less than 1 minute read

Published:

Without understanding the mathematical expressions of local explanation methods, their attributions can be counterintuitive. This blog post series provides an introduction to the most used local explanation methods and discusses their locality. Please find the complete blog post here.

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