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Differentially Private Distributed Convex Optimization via Functional Perturbation.
Erfan Nozari
Pavankumar Tallapragada
Jorge Cortés
Published in:
IEEE Trans. Control. Netw. Syst. (2018)
Keyphrases
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convex optimization
differentially private
differential privacy
interior point methods
total variation
primal dual
convex optimization problems
machine learning
communication cost
norm minimization
feature selection
denoising
distributed data
alternating direction method of multipliers
operator splitting