Training with Multi-Layer Embeddings for Model Reduction

Benjamin Ghaemmaghami, Zihao Deng, Benjamin Cho +4

Modern recommendation systems rely on real-valued embeddings of categorical features. Increasing the dimension of embedding vectors improves model accuracy but comes at a high cost…