DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning

8 February 2023

Papers citing "DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning"

3 / 3 papers shown

Title
DPDR: Gradient Decomposition and Reconstruction for Differentially Private Deep Learning Yixuan Liu Li Xiong Yuhan Liu Yujie Gu Ruixuan Liu Hong Chen 38 1 0 04 Jun 2024
Privacy of SGD under Gaussian or Heavy-Tailed Noise: Guarantees without Gradient Clipping Umut Simsekli Mert Gurbuzbalaban S. Yıldırım Lingjiong Zhu 30 2 0 04 Mar 2024
Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression Boyue Li Yuejie Chi 21 12 0 17 May 2023