Stop Using Random Splits: The Time-Based Validation Rule for Recommenders

Stop Using Random Splits: The Time-Based Validation Rule for Recommenders In video-recommendation (and broader recommender-system) interviews, a common evaluation mistake shows up again and again: randomly splitting interaction data into train/valid...