Projection-free distributed online learning in networks
The conditional gradient algorithm has regained a surge of research interest in recent years due to its high efficiency in handling large-scale machine learning problems. However, none of existing studies has explored it in the distributed online learning setting, where locally light computation is...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2017
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3970 https://ink.library.smu.edu.sg/context/sis_research/article/4972/viewcontent/26._Oct05_2017___Projection_free_Distributed_Online_Learning_in_Networks__ICML2017_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |