Subtle Data Crimes: Naively training machine learning algorithms could lead to overly-optimistic results

Efrat Shimron, Jonathan I. Tamir, Ke Wang +1

While open databases are an important resource in the Deep Learning (DL) era, they are sometimes used "off-label": data published for one task are used for training algorithms for…