Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits

Yan Li, Dhruv Choudhary, Xiaohan Wei +4

Embedding learning has found widespread applications in recommendation systems and natural language modeling, among other domains. To learn quality embeddings efficiently, adaptive…