The recommended articles the author has read this week.
This letter is posted every Monday.
This week, the articles are about an explanative AI.
Our approach to building transparent and explainable AI systems
An informative article whose topic is an explainable AI model. It is well known that it is difficult to build an explainable AI system. In this article, the author thinks, there is a hint.
FastTreeSHAP: Accelerating SHAP value computation for trees
One of the powerful methods to build an explainable AI model is to use a SHAP method. However, we face a computational problem when using a tree-based ML model with a large dataset. In this article, the new SHAP-based library is introduced. The new one is so faster.