FELRec: Efficient Handling of Item Cold-Start With Dynamic Representation Learning in Recommender Systems

Kuba Weimann, Tim O. F. Conrad

Recommender systems suffer from the cold-start problem whenever a new user joins the platform or a new item is added to the catalog. To address item cold-start, we propose to repla…