Acompanying code repository for Measuring Statistical Dependencies via Maximum Norm and Characteristic Functions
The data for feature extraction experiments is downloaded automatically via OpenML API. The data for DNN regularization experiment can be downloaded from https://www.kaggle.com/datasets/hasnainjaved/melanoma-skin-cancer-dataset-of-10000-images (CC0: Public Domain license).
during the Review period of MLJ (ECML PKDD 2025) submission, this code will be continuously updated (integration of missing experiments, code polishing, etc.)