Towards Sharper Utility Bounds for Differentially Private Pairwise Learning

Yilin Kang, Yong Liu, Jian Li +1

Pairwise learning focuses on learning tasks with pairwise loss functions, depends on pairs of training instances, and naturally fits for modeling relationships between pairs of sam…