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 ... Resources ▭▭▭▭▭▭▭▭▭▭▭ Code: Book: ...
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 ... Resources ▭▭▭▭▭▭▭▭▭▭▭ Code: Book: ... Professor Hima Lakkaraju presents some of the latest advancements in post hoc explanations for black-box machine learning ... Wojciech Samek presents a novel extension of the Layer-wise Relevance Propagation (LRP) method to address biases and ... Present the motivation for machine learning explanations Demonstrate the risks posed by black box machine learning models ...
Interpretable models can be understood by a human without any other aids/techniques. On the other hand,
