Byzantine-Resilient Distributed Optimization of Multi-Dimensional Functions

19 March 2020

Papers citing "Byzantine-Resilient Distributed Optimization of Multi-Dimensional Functions"

16 / 16 papers shown

Title
Byzantine-Resilient Output Optimization of Multiagent via Self-Triggered Hybrid Detection Approach Chenhang Yan Liping Yan Yuezu Lv Bolei Dong Yuanqing Xia AAML 23 1 0 17 Oct 2024
A survey on secure decentralized optimization and learning Changxin Liu Nicola Bastianello Wei Huo Yang Shi Karl H. Johansson 53 3 0 16 Aug 2024
VALID: a Validated Algorithm for Learning in Decentralized Networks with Possible Adversarial Presence Mayank Bakshi Sara Ghasvarianjahromi Yauhen Yakimenka Allison Beemer O. Kosut Joerg Kliewer 37 0 0 12 May 2024
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries K. Kuwaranancharoen Lei Xin S. Sundaram 38 4 0 11 Mar 2024
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 15 6 0 11 Oct 2023
On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning Haoxiang Ye He Zhu Qing Ling FedML 41 11 0 28 Aug 2023
On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms K. Kuwaranancharoen S. Sundaram FedML 21 7 0 18 May 2023
Resilient Distributed Optimization for Multi-Agent Cyberphysical Systems M. Yemini Angelia Nedić Andrea J. Goldsmith Stephanie Gil 36 6 0 05 Dec 2022
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules Zhaoxian Wu Tianyi Chen Qing Ling 31 36 0 09 Jun 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds A. Mitra Arman Adibi George J. Pappas Hamed Hassani 44 6 0 06 Jun 2022
A Survey of Graph-Theoretic Approaches for Analyzing the Resilience of Networked Control Systems Mohammad Pirani A. Mitra S. Sundaram AI4CE 34 8 0 25 May 2022
Distributed Online Optimization with Byzantine Adversarial Agents Sourav Sahoo Anand Gokhale R. Kalaimani 35 6 0 25 Sep 2021
Byzantine Fault-Tolerance in Federated Local SGD under 2f-Redundancy Nirupam Gupta Thinh T. Doan Nitin H. Vaidya FedML 31 11 0 26 Aug 2021
Approximate Byzantine Fault-Tolerance in Distributed Optimization Shuo Liu Nirupam Gupta Nitin H. Vaidya 33 42 0 22 Jan 2021
Byzantine Fault-Tolerance in Decentralized Optimization under Minimal Redundancy Nirupam Gupta Thinh T. Doan Nitin H. Vaidya 9 4 0 30 Sep 2020
BRIDGE: Byzantine-resilient Decentralized Gradient Descent Cheng Fang Zhixiong Yang W. Bajwa 16 95 0 21 Aug 2019