2024
Position: Is machine learning good or bad for the natural sciences?
ICML 2024poster
Machine learning (ML) methods are having a huge impact across all of the sciences. However, ML has a strong ontology — in which only the data exist — and a strong epistemology — in which a model is considered good if it performs well on held-out training data. These philosophies are in strong confli…