NTT DATA Mathematical Systems Inc., Tokyo, Japan and Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan; Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan and Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan
Tomoya Murata, Taiji Suzuki
DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning