Differentially Private Matrix Completion Revisited

Prateek Jain, Om Dipakbhai Thakkar, Abhradeep Thakurta

Abstract: We provide the first provably joint differentially private algorithm with formal utility guarantees for the problem of user-level privacy-preserving collaborative filtering. Our algorithm is based ...