Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Lin Lu; Chenxi Dai; Wangcheng Tao; Binhang Yuan; Yanan Sun; Pan Zhou

2024 ICML ICML 2024

Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Science

Authors

Lin Lu, Chenxi Dai, Wangcheng Tao, Binhang Yuan, Yanan Sun, Pan Zhou

Topics

Machine Learning > Optimization & Theory > Learning Theory Computer Science > Systems > Distributed Systems Computer Science > Applications > Cybersecurity

Keywords

efficient training robustness poisoning attack pipeline parallelism decentralized training detection strategy

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