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Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels


Nov 03, 2022
Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang

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MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning


Aug 09, 2022
Yifei Ren, Jian Lou, Li Xiong, Joyce C Ho, Xiaoqian Jiang, Sivasubramanium Bhavani

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Scalable Causal Structure Learning: New Opportunities in Biomedicine


Oct 15, 2021
Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim

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Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources


Sep 28, 2021
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang

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* 19 pages, 5 figures, submitted to Journal of Biomedical Informatics 

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Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark


Sep 27, 2021
Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim

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* 35 pages, 7 figures 

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Use of the Deep Learning Approach to Measure Alveolar Bone Level


Sep 24, 2021
Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams

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* Word count: 3485; Number of figures: 4; tables: 2; references: 34 

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De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective


Sep 10, 2021
Md Monowar Anjum, Noman Mohammed, Xiaoqian Jiang

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* Accepted in Poster Track for ACM CCS 2021 

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A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy


Sep 10, 2021
Kai Zhang, Chao Tian, Kun Zhang, Todd Johnson, Xiaoqian Jiang

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* 37 pages 

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