Straggler-Resilient Differentially-Private Decentralized Learning

6 December 2022

Papers citing "Straggler-Resilient Differentially-Private Decentralized Learning"

8 / 8 papers shown

Title
Privacy Attacks in Decentralized Learning Abdellah El Mrini Edwige Cyffers A. Bellet 11 2 0 15 Feb 2024
Differentially Private Decentralized Learning with Random Walks Edwige Cyffers A. Bellet Jalaj Upadhyay FedML 20 2 0 12 Feb 2024
$$\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning$ $\textbf{A}^2\textbf{CiD}^2$ : Accelerating Asynchronous Communication in Decentralized Deep Learning Adel Nabli Eugene Belilovsky Edouard Oyallon 11 6 0 14 Jun 2023
Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients A. Mitra Rayana H. Jaafar George J. Pappas Hamed Hassani FedML 55 157 0 14 Feb 2021
Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers Guojun Xiong Gang Yan Rahul Singh Jian Li 19 12 0 11 Feb 2021
Privacy Amplification by Decentralization Edwige Cyffers A. Bellet FedML 40 39 0 09 Dec 2020
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 134 420 0 29 Nov 2018
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 99 571 0 08 Dec 2012