"communication compression" Papers

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Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity

Dmitry Bylinkin, Aleksandr Beznosikov

AAAI 2025paperarXiv:2412.16414
3
citations

Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning

Do-Yeon Kim, Dong-Jun Han, Jun Seo et al.

ICML 2024

Distributed Bilevel Optimization with Communication Compression

Yutong He, Jie Hu, Xinmeng Huang et al.

ICML 2024arXiv:2405.18858
2
citations

Towards a Better Theoretical Understanding of Independent Subnetwork Training

Egor Shulgin, Peter Richtarik

ICML 2024arXiv:2306.16484
8
citations