Shallow AutoEncoding Recommender with Cold Start Handling via Side Features

Edward DongBo Cui, Lu Zhang, William Ping-hsun Lee

User and item cold starts present significant challenges in industrial applications of recommendation systems. Supplementing user-item interaction data with metadata is a common so…