How Can I Choose an Explainer? An Application-Grounded Evaluation of Post-Hoc Explanations

This course provides an application-grounded evaluation of post-hoc explanations to help learners choose an explainer. The learning outcomes include understanding the methodology, conducting experiments, analyzing results, and drawing conclusions. The course teaches skills such as evaluating post-hoc explanations and making informed decisions based on experimental results. The teaching method involves presenting research findings in a structured manner. This course is intended for individuals interested in post-hoc explanations and their practical applications.