Understanding and Improving Representational Robustness of Machine Learning Models
The fragility of modern machine learning models has drawn a considerable amount of attention from both academia and the public. In this thesis, we will do a systematic study on the understanding and improvement of several machine learning models, including smoothed models and generic representation...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/156297 |