DESTRESS: Computation-optimal and communication-efficient decentralized nonconvex finite-sum optimization
Emerging applications in multiagent environments such as internet-of-things, networked sensing, autonomous systems, and federated learning, call for decentralized algorithms for finite-sum optimizations that are resource efficient in terms of both computation and communication. In this paper, we con...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8691 https://ink.library.smu.edu.sg/context/sis_research/article/9694/viewcontent/SIMODS22_destress.pdf |
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| Institution: | Singapore Management University |
| Language: | English |