Multi-granularity active learning based on the three-way decision
The reliance on data and the high cost of data labelling are the main problems facing deep learning today. Active learning aims to make the best model with as few training samples as possible. Previous query strategies for active learning have mainly used the uncertainty and diversity criteria, and...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Universitas Ahmad Dahlan
2023-07-01
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| Series: | IJAIN (International Journal of Advances in Intelligent Informatics) |
| Subjects: | |
| Online Access: | https://ijain.org/index.php/IJAIN/article/view/1036 |