Locally Differentially Private Gradient Tracking for Distributed Online Learning over Directed Graphs

Ziqin Chen, Yongqiang Wang

Distributed online learning has been proven extremely effective in solving large-scale machine learning problems over streaming data. However, information sharing between learners…