Clustering the Sketch: A Novel Approach to Embedding Table Compression

Henry Ling-Hei Tsang, Thomas Dybdahl Ahle

Embedding tables are used by machine learning systems to work with categorical features. In modern Recommendation Systems, these tables can be very large, necessitating the develop…