Certified continual learning for neural network regression
On the one hand, there has been considerable progress on neural network verification in recent years, which makes certifying neural networks a possibility. On the other hand, neural network in practice are often re-trained over time to cope with new data distribution or for solving different tasks (...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/9180 https://ink.library.smu.edu.sg/context/sis_research/article/10185/viewcontent/2407.06697v1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |