Saec: Similarity-Aware Embedding Compression in Recommendation Systems

Xiaorui Wu, Hong Xu, Honglin Zhang +2

Production recommendation systems rely on embedding methods to represent various features. An impeding challenge in practice is that the large embedding matrix incurs substantial m…