The Transfer Learning Task as the Means of Metalearning Tasks Solution
The methods for solving the problems of transfer learning are reviewed from the point of view of solving the metalearning tasks. The concepts of metalearning, transfer learning, multi-task learning, inductive transfer and lifelong learning are given. A scheme for solving the metalearning problem usi...
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| Date: | 2020 |
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| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
Міжнародний науково-навчальний центр інформаційних технологій і систем НАН та МОН України
2020
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| Series: | Control systems & computers |
| Subjects: | |
| Online Access: | http://dspace.nbuv.gov.ua/handle/123456789/181132 |
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| Journal Title: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Cite this: | The Transfer Learning Task as the Means of Metalearning Tasks Solution / Ye.A. Savchenko, M.Yu. Savchenko // Control systems & computers. — 2020. — № 2. — С. 41-54. — Бібліогр.: 33 назв. — англ. |