Robust Collaborative Learning with Linear Gradient Overhead

22 September 2022

Papers citing "Robust Collaborative Learning with Linear Gradient Overhead"

10 / 10 papers shown

Title
Unified Breakdown Analysis for Byzantine Robust Gossip Renaud Gaucher Aymeric Dieuleveut Hadrien Hendrikx FedML AAML 39 1 0 14 Oct 2024
DSig: Breaking the Barrier of Signatures in Data Centers Marcos K. Aguilera Clément Burgelin R. Guerraoui Antoine Murat A. Xygkis I. Zablotchi 37 1 0 11 Jun 2024
Overcoming the Challenges of Batch Normalization in Federated Learning R. Guerraoui Rafael Pinot Geovani Rizk John Stephan François Taiani FedML 19 3 0 23 May 2024
Byzantine-Robust Gossip: Insights from a Dual Approach Renaud Gaucher Hadrien Hendrikx Aymeric Dieuleveut AAML 38 0 0 06 May 2024
On the Relevance of Byzantine Robust Optimization Against Data Poisoning Sadegh Farhadkhani R. Guerraoui Nirupam Gupta Rafael Pinot AAML 41 1 0 01 May 2024
SABLE: Secure And Byzantine robust LEarning Antoine Choffrut R. Guerraoui Rafael Pinot Renaud Sirdey John Stephan Martin Zuber AAML 39 2 0 11 Sep 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent Tongtian Zhu Fengxiang He Kaixuan Chen Mingli Song Dacheng Tao 34 15 0 05 Jun 2023
On the Impossible Safety of Large AI Models El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui Nirupam Gupta L. Hoang Rafael Pinot Sébastien Rouault John Stephan 37 31 0 30 Sep 2022
Asynchronous Fully-Decentralized SGD in the Cluster-Based Model Hagit Attiya N. Schiller FedML 28 0 0 22 Feb 2022
Approximate Byzantine Fault-Tolerance in Distributed Optimization Shuo Liu Nirupam Gupta Nitin H. Vaidya 33 42 0 22 Jan 2021