Differentially private distributed convex optimization via objective perturbation.

Erfan Nozari Pavankumar Tallapragada Jorge Cortés

Published in: ACC (2016)

Keyphrases

convex optimization
differentially private
differential privacy
total variation
interior point methods
primal dual
convex optimization problems
peer to peer
communication cost
norm minimization
privacy guarantees
denoising
privacy preserving
information sharing
image denoising
machine learning
data sets