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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Bibliographic Details
Main Authors: PHAM, Hong Long, SUN, Jun
Format: text
Language:English
Published: 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
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