"gradient compression" Papers

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Paper Type

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DUO: No Compromise to Accuracy Degradation

Jinda Jia, Cong Xie, Hanlin Lu et al.

NEURIPS 2025

SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process

Hanzhen Zhao, Xingyu Xie, Cong Fang et al.

ICLR 2025
5
citations

Sketched Gaussian Mechanism for Private Federated Learning

Qiaobo Li, Zhijie Chen, Arindam Banerjee

NEURIPS 2025spotlightarXiv:2509.08195
1
citations

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

Yongchang Hao, Yanshuai Cao, Lili Mou

ICML 2024arXiv:2402.03293
96
citations

LASER: Linear Compression in Wireless Distributed Optimization

Ashok Vardhan Makkuva, Marco Bondaschi, Thijs Vogels et al.

ICML 2024arXiv:2310.13033
7
citations