On the Geometric Convergence of Byzantine-Resilient Distributed
Optimization Algorithms

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On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms

SIAM Journal on Optimization (SIOPT), 2023

18 May 2023

K. Kuwaranancharoen

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Papers citing "On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms"

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Title
Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity Haoxiang Ye Tao Sun Qing Ling FedML 180 0 0 11 Jun 2025
Fast Distributed Optimization over Directed Graphs under Malicious Attacks using Trust Arif Kerem Dayı Orhan Eren Akgün Stephanie Gil Michal Yemini Angelia Nedić 174 3 0 09 Jul 2024
Byzantine-Robust Gossip: Insights from a Dual Approach Renaud Gaucher Aymeric Dieuleveut Hadrien Hendrikx AAML 233 2 0 06 May 2024
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine AdversariesIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024 K. Kuwaranancharoen Lei Xin S. Sundaram 196 5 0 11 Mar 2024
Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness E. Zelikman Qian Huang Abigail Z. Jacobs Nick Haber Noah D. Goodman 164 20 0 16 Jun 2023