Media Summary: Understand the challenges in generating explanations Outline options to Abstract: "Rationality" is the principle that humans make decisions on the basis of step-by-step (algorithmic) reasoning using ... Interpretable models can be understood by a human without any other aids/techniques. On the other hand,
Explainable Ai Session 3 Explainability - Detailed Analysis & Overview
Understand the challenges in generating explanations Outline options to Abstract: "Rationality" is the principle that humans make decisions on the basis of step-by-step (algorithmic) reasoning using ... Interpretable models can be understood by a human without any other aids/techniques. On the other hand, Resources ▭▭▭▭▭▭▭▭▭▭▭ Code: Book: ... Professor Hima Lakkaraju presents some of the latest advancements in post hoc explanations for black-box machine learning ... In the first segment of the workshop, Professor Hima Lakkaraju motivates the need for interpretable machine learning in order to ...
