Generating Differentially Private Synthetic Text
The advent of more powerful cloud compute over the past decade has made it possible to train the deep neural networks used today for applications in almost everything we do. However, the amount of existing data for private datasets, such as hospital records, remain scarce and will probably remain sc...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/144503 |