Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems

Hao-Jun Michael Shi, Dheevatsa Mudigere, Maxim Naumov +1

Modern deep learning-based recommendation systems exploit hundreds to thousands of different categorical features, each with millions of different categories ranging from clicks to…