Gradient Perturbation is Underrated for Differentially Private Convex Optimization.

Da Yu Huishuai Zhang Wei Chen Jian Yin Tie-Yan Liu

Published in: IJCAI (2020)

Keyphrases

convex optimization
differentially private
differential privacy
privacy guarantees
interior point methods
primal dual
total variation
norm minimization
computer vision
privacy preserving
convex optimization problems
contingency tables
operator splitting