2023
Clustering the Sketch: Dynamic Compression for Embedding Tables
NeurIPS 2023poster
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 development of new methods for fitting them in memory, even during training. We suggest Clustered Compositional Embeddings (CC…