| Residential College | false |
| Status | 已發表Published |
| A Distributed Algorithm for Machine Learning | |
Chen, Shihong; Liu, L; Yang, C ; Ke, J
| |
| 2018 | |
| Conference Name | ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II |
| Volume | 1955 |
| Conference Date | JAN 20-21, 2018 |
| Conference Place | Xian, PEOPLES R CHINA |
| Publication Place | 2 HUNTINGTON QUADRANGLE, STE 1NO1, MELVILLE, NY 11747-4501 USA |
| Publisher | AMER INST PHYSICS |
| Abstract | This paper considers a distributed learning problem in which a group of machines in a connected network, each learning its own local dataset, aim to reach a consensus at an optimal model, by exchanging information only with their neighbors but without transmitting data. A distributed algorithm is proposed to solve this problem under appropriate assumptions. |
| DOI | 10.1063/1.5033743 |
| URL | View the original |
| Language | 英語English |
| WOS Research Area | Physics |
| WOS Subject | Physics, Applied |
| WOS ID | WOS:000434147200171 |
| The Source to Article | WOS |
| Scopus ID | 2-s2.0-85046149655 |
| Fulltext Access | |
| Citation statistics | |
| Document Type | Conference paper |
| Collection | DEPARTMENT OF MATHEMATICS |
| Recommended Citation GB/T 7714 | Chen, Shihong,Liu, L,Yang, C,et al. A Distributed Algorithm for Machine Learning[C], 2 HUNTINGTON QUADRANGLE, STE 1NO1, MELVILLE, NY 11747-4501 USA:AMER INST PHYSICS, 2018. |
| APA | Chen, Shihong., Liu, L., Yang, C., & Ke, J (2018). A Distributed Algorithm for Machine Learning. , 1955. |
| Files in This Item: | There are no files associated with this item. | |||||
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