Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems

Aditya Desai, Yanzhou Pan, Kuangyuan Sun +2

Deep learning-based models are utilized to achieve state-of-the-art performance for recommendation systems. A key challenge for these models is to work with millions of categorical…