ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION
Master's
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| Format: | Theses and Dissertations |
| Language: | English |
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2024
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| Online Access: | https://scholarbank.nus.edu.sg/handle/10635/246778 |
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| Institution: | National University of Singapore |
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sg-nus-scholar.10635-2467782024-10-25T18:51:59Z ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION ZHENG ESTELLE COMPUTATIONAL SCIENCE Reza Shokri machine learning, memorization, data privacy, regularization, information leakage, generalizability Master's MASTER OF SCIENCE (RSH-SOC) 2024-01-18T18:00:20Z 2024-01-18T18:00:20Z 2023-11-27 Thesis ZHENG ESTELLE (2023-11-27). ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/246778 0009-0000-0720-8478 en |
| institution |
National University of Singapore |
| building |
NUS Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NUS Library |
| collection |
ScholarBank@NUS |
| language |
English |
| topic |
machine learning, memorization, data privacy, regularization, information leakage, generalizability |
| spellingShingle |
machine learning, memorization, data privacy, regularization, information leakage, generalizability ZHENG ESTELLE ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION |
| description |
Master's |
| author2 |
COMPUTATIONAL SCIENCE |
| author_facet |
COMPUTATIONAL SCIENCE ZHENG ESTELLE |
| format |
Theses and Dissertations |
| author |
ZHENG ESTELLE |
| author_sort |
ZHENG ESTELLE |
| title |
ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION |
| title_short |
ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION |
| title_full |
ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION |
| title_fullStr |
ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION |
| title_full_unstemmed |
ENHANCING PRIVACY IN MACHINE LEARNING THROUGH THE MINIMIZATION OF MEMORIZATION |
| title_sort |
enhancing privacy in machine learning through the minimization of memorization |
| publishDate |
2024 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/246778 |
| _version_ |
1821193079902699520 |