The Offline-Online Gap: The Dacrema Crisis and Correct Protocol Selection

In 2019, Dacrema, Cremonesi, Jannach paper shook the recommender literature: 'Are neural recommenders really better? Most are beaten by even classic k-NN.' This lesson covers the reproducibility crisis, the offline-online correlation problem, and how to select the correct protocol.