Methods Week in Statistics: “Interpretable Machine Learning”
targeted to practitioners and application-oriented statisticians interested in machine learning. We will start with a (brief) introduction to machine learning and cover a broad range of interpretability [...] methods such as partial dependence plots, feature importance and Shapley values. The workshop will be split into theory sessions, i.e. lectures, and practical sessions in R. We encourage participants