Review of compressed embedding layers and their applications for recommender systems

Information technology has become widely spread in industrial applications. Extraordinarily large amounts of data have been made accessible to users. This has made it difficult to select the data that the user needs. One possible resolution of this issue came from the field of deep learning, from the discovery of recommender systems.