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Jekyll 2024-11-14T04:22:47-08:00 https://sghalebikesabi.github.io/feed.xml Sahra Ghalebikesabi Research Scientist at Google DeepMind Sahra Ghalebikesabi sghal [at] google [dot] com Shapley Values: Model-Agnostic Local Explanation Models From a Statistical Viewpoint II 2021-07-08T00:00:00-07:00 2021-07-08T00:00:00-07:00 https://sghalebikesabi.github.io/posts/2021/07/shap-model-expl 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.]]> Lucile Ter-Minassian, Sahra Ghaebikesabi Model-Agnostic Local Explanation Models From a Statistical Viewpoint I 2021-07-01T00:00:00-07:00 2021-07-01T00:00:00-07:00 https://sghalebikesabi.github.io/posts/2021/07/intro-model-expl 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.]]> Sahra Ghaebikesabi