@@ -4,13 +4,13 @@ This repo is a Python library to **generate differentially private (DP) syntheti
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* ** Differentially Private Synthetic Data via Foundation Model APIs 1: Images**
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[[ paper (ICLR 2024)]] ( https://openreview.net/forum?id=YEhQs8POIo ) [[ paper (arxiv)] ( https://arxiv.org/abs/2305.15560 )]
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- ** Authors:** [[ Zinan Lin] ( https://zinanlin.me/ )] , [[ Sivakanth Gopi] ( https://www.microsoft.com/en-us/research/people/sigopi/ )] , [[ Janardhan Kulkarni] ( https://www.microsoft.com/en-us/research/people/jakul/ )] , [[ Harsha Nori] ( https://www.microsoft.com/en-us/research/people/hanori/ )] , [[ Sergey Yekhanin] ( http ://www.yekhanin.org /)]
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+ ** Authors:** [[ Zinan Lin] ( https://zinanlin.me/ )] , [[ Sivakanth Gopi] ( https://www.microsoft.com/en-us/research/people/sigopi/ )] , [[ Janardhan Kulkarni] ( https://www.microsoft.com/en-us/research/people/jakul/ )] , [[ Harsha Nori] ( https://www.microsoft.com/en-us/research/people/hanori/ )] , [[ Sergey Yekhanin] ( https ://www.microsoft.com/en-us/research/people/yekhanin /)]
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* ** Differentially Private Synthetic Data via Foundation Model APIs 2: Text**
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[[ paper (ICML 2024 Spotlight)]] ( https://proceedings.mlr.press/v235/xie24g.html ) [[ paper (arxiv)] ( https://arxiv.org/abs/2403.01749 )] [[ website] ( https://alphapav.github.io/augpe-dpapitext )]
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- ** Authors:** [[ Chulin Xie] ( https://alphapav.github.io/ )] , [[ Zinan Lin] ( https://zinanlin.me/ )] , [[ Arturs Backurs] ( https://www.mit.edu/~backurs/ )] , [[ Sivakanth Gopi] ( https://www.microsoft.com/en-us/research/people/sigopi/ )] , [[ Da Yu] ( https://dayu11.github.io/ )] , [[ Huseyin Inan] ( https://www.microsoft.com/en-us/research/people/huinan/ )] , [[ Harsha Nori] ( https://www.microsoft.com/en-us/research/people/hanori/ )] , [[ Haotian Jiang] ( https://jhtdavid96.wixsite.com/jianghaotian )] , [[ Huishuai Zhang] ( https://huishuai-git.github.io/ )] , [[ Yin Tat Lee] ( https://yintat.com/ )] , [[ Bo Li] ( https://aisecure.github.io/ )] , [[ Sergey Yekhanin] ( http ://www.yekhanin.org /)]
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+ ** Authors:** [[ Chulin Xie] ( https://alphapav.github.io/ )] , [[ Zinan Lin] ( https://zinanlin.me/ )] , [[ Arturs Backurs] ( https://www.mit.edu/~backurs/ )] , [[ Sivakanth Gopi] ( https://www.microsoft.com/en-us/research/people/sigopi/ )] , [[ Da Yu] ( https://dayu11.github.io/ )] , [[ Huseyin Inan] ( https://www.microsoft.com/en-us/research/people/huinan/ )] , [[ Harsha Nori] ( https://www.microsoft.com/en-us/research/people/hanori/ )] , [[ Haotian Jiang] ( https://jhtdavid96.wixsite.com/jianghaotian )] , [[ Huishuai Zhang] ( https://huishuai-git.github.io/ )] , [[ Yin Tat Lee] ( https://yintat.com/ )] , [[ Bo Li] ( https://aisecure.github.io/ )] , [[ Sergey Yekhanin] ( https ://www.microsoft.com/en-us/research/people/yekhanin /)]
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* ** Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Models**
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[[ paper (arxiv)] ( https://arxiv.org/abs/2502.05505 )]
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- ** Authors:** [[ Zinan Lin] ( https://zinanlin.me/ )] , [[ Tadas Baltrusaitis] ( https://www.microsoft.com/en-us/research/people/tabaltru/ )] , [[ Sergey Yekhanin] ( http ://www.yekhanin.org /)]
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+ ** Authors:** [[ Zinan Lin] ( https://zinanlin.me/ )] , [[ Tadas Baltrusaitis] ( https://www.microsoft.com/en-us/research/people/tabaltru/ )] , [[ Sergey Yekhanin] ( https ://www.microsoft.com/en-us/research/people/yekhanin /)]
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Please refer to [ this repo] ( https://github.com/fjxmlzn/private-evolution-papers ) for the full list of Private Evolution papers and code repositories related to PE.
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