Introducing the Huber mechanism for differentially private low-rank matrix completion

R Adithya Gowtham, Gokularam M, Thulasi Tholeti +1

Performing low-rank matrix completion with sensitive user data calls for privacy-preserving approaches. In this work, we propose a novel noise addition mechanism for preserving dif…