DP-ADMM: ADMM-Based Distributed Learning With Differential Privacy

Huang, ZH; Hu, R; Guo, YX; Chan-Tin, E; Gong, YM

Gong, YM (corresponding author), Univ Texas San Antonio, Dept Elect & Comp Engn, San Antonio, TX 78249 USA.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020; 15 (): 1002

Abstract

Alternating direction method of multipliers (ADMM) is a widely used tool for machine learning in distri-buted settings where a machine learning model ......

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