Aeilko H. Zwinderman

Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

Model transparency is a prerequisite in many domains and an increasingly popular area in machine learning research. In the medical domain, for instance, unveiling the mechanisms behind a disease often has higher priority than the diagnostic itself since it might dictate or guide potential treatment…