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DP-FP: Differentially Private Forward Propagation for Large Models


Dec 29, 2021
Jian Du, Haitao Mi

* 12 pages 

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Distinguishing Transformative from Incremental Clinical Evidence: A Classifier of Clinical Research using Textual features from Abstracts and Citing Sentences


Dec 24, 2021
Xuanyu Shi, Jian Du


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A comment-driven evidence appraisal approach for decision-making when only uncertain evidence available


Dec 21, 2021
Shuang Wang, Jian Du


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Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements


Dec 05, 2021
Xin Guo, Yuming Chen, Jian Du, Erdan Dong


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A comment-derived evidence appraisal approach for decision-making using uncertain evidence


Dec 05, 2021
Shuang Wang, Jian Du


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Dynamic Differential-Privacy Preserving SGD


Nov 15, 2021
Jian Du, Song Li, Fengran Mo, Siheng Chen

* 15 pages 

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FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation


Oct 24, 2021
Yan Shen, Jian Du, Hao Zhang, Benyu Zhang, Zhanghexuan Ji, Mingchen Gao


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Towards Medical Knowmetrics: Representing and Computing Medical Knowledge using Semantic Predications as the Knowledge Unit and the Uncertainty as the Knowledge Context


Oct 25, 2020
Xiaoying Li, Suyuan Peng, Jian Du


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