BEER: Fast O(1/T) rate for decentralized nonconvex optimization with communication compression
Communication efficiency has been widely recognized as the bottleneck for large-scale decentralized machine learning applications in multi-agent or federated environments. To tackle the communication bottleneck, there have been many efforts to design communication-compressed algorithms for decentral...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8687 https://ink.library.smu.edu.sg/context/sis_research/article/9690/viewcontent/NeurIPS22_full_beer.pdf |
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| Institution: | Singapore Management University |
| Language: | English |