Fast Differentially Private Matrix Factorization

Ziqi Liu, Yu-Xiang Wang, Alexander J. Smola

Differentially private collaborative filtering is a challenging task, both in terms of accuracy and speed. We present a simple algorithm that is provably differentially private, wh…