Random Offset Block Embedding (ROBE) for compressed embedding tables in deep learning recommendation systems

Aditya Desai, Li Chou, Anshumali Shrivastava. Random Offset Block Embedding (ROBE) for compressed embedding tables in deep learning recommendation systems. In Diana Marculescu, Yuejie Chi, Carole-Jean Wu, editors, Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022. mlsys.org, 2022. [doi]

Abstract

Abstract is missing.