Private Weighted Random Walk Stochastic Gradient Descent

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Private Weighted Random Walk Stochastic Gradient Descent

3 September 2020

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Papers citing "Private Weighted Random Walk Stochastic Gradient Descent"

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Title
Source Anonymity for Private Random Walk Decentralized Learning Maximilian Egger Svenja Lage Rawad Bitar Antonia Wachter-Zeh 107 0 0 11 May 2025
A Tale of Two Learning Algorithms: Multiple Stream Random Walk and Asynchronous Gossip Peyman Gholami H. Seferoglu 83 0 0 14 Apr 2025
The Entrapment Problem in Random Walk Decentralized Learning Zonghong Liu S. E. Rouayheb Matthew Dwyer 84 1 0 30 Jul 2024
Self-Regulating Random Walks for Resilient Decentralized Learning on Graphs Maximilian Egger Ghadir Ayache Rawad Bitar Antonia Wachter-Zeh S. E. Rouayheb 96 1 0 16 Jul 2024
Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks Jie Hu Vishwaraj Doshi Do Young Eun 199 4 0 18 Jan 2024
Decentralized Graph Neural Network for Privacy-Preserving Recommendation Xiaolin Zheng Zhongyu Wang Chaochao Chen Jiashu Qian Yao Yang FedML 88 9 0 15 Aug 2023
DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates Peyman Gholami H. Seferoglu FedML 137 15 0 14 Jul 2023
Straggler-Resilient Differentially-Private Decentralized Learning Yauhen Yakimenka Chung-Wei Weng Hsuan-Yin Lin E. Rosnes J. Kliewer 179 7 0 06 Dec 2022
Stability and Generalization for Markov Chain Stochastic Gradient Methods Puyu Wang Yunwen Lei Yiming Ying Ding-Xuan Zhou 122 20 0 16 Sep 2022
Efficiency Ordering of Stochastic Gradient Descent Jie Hu Vishwaraj Doshi Do Young Eun 100 7 0 15 Sep 2022
Walk for Learning: A Random Walk Approach for Federated Learning from Heterogeneous Data Ghadir Ayache Venkat Dassari S. E. Rouayheb FedML 81 27 0 01 Jun 2022
Bayesian Variational Federated Learning and Unlearning in Decentralized NetworksInternational Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2025 J. Gong Osvaldo Simeone Joonhyuk Kang FedML MU 92 14 0 08 Apr 2021
Privacy Amplification by Decentralization Edwige Cyffers A. Bellet FedML 247 43 0 09 Dec 2020