Natural robustness of machine learning in the open world
Modern machine learning techniques have demonstrated their excellent capabilities in many areas. Despite the human-surpassing performance in experimental settings, many researches have revealed the vulnerability of machine learning models caused by the violation of fundamental assumptions in real-wo...
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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/166625 |