Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning

Yuxin Tang, Zhimin Ding, Dimitrije Jankov +3

The relational data model was designed to facilitate large-scale data management and analytics. We consider the problem of how to differentiate computations expressed relationally.…