Differentially Private Matrix Completion through Low-rank Matrix Factorization

Lingxiao Wang, Boxin Zhao, Mladen Kolar

Abstract: We study the matrix completion problem under joint differential privacy and develop a non-convex low-rank matrix factorization-based method for solving it. Our method comes with strong privacy and ...