"gradient compression" Papers

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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 2025poster
4
citations

Sketched Gaussian Mechanism for Private Federated Learning

Qiaobo Li, Zhijie Chen, Arindam Banerjee

NeurIPS 2025spotlightarXiv:2509.08195

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

Yongchang Hao, Yanshuai Cao, Lili Mou

ICML 2024poster

LASER: Linear Compression in Wireless Distributed Optimization

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

ICML 2024poster