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Federated f-Differential Privacy.
Zheng Q, Chen S, Long Q, Su WJ. Zheng Q, et al. Proc Mach Learn Res. 2021 Apr;130:2251-2259. Proc Mach Learn Res. 2021. PMID: 34350418 Free PMC article.
Fair Canonical Correlation Analysis.
Zhou Z, Tarzanagh DA, Hou B, Tong B, Xu J, Feng Y, Long Q, Shen L. Zhou Z, et al. Adv Neural Inf Process Syst. 2023 Dec;36:3675-3705. Adv Neural Inf Process Syst. 2023. PMID: 38665178 Free PMC article.
Multi-Group Tensor Canonical Correlation Analysis.
Zhou Z, Tong B, Tarzanagh DA, Hou B, Saykin AJ, Long Q, Shen L. Zhou Z, et al. ACM BCB. 2023 Sep;2023:12. doi: 10.1145/3584371.3612962. Epub 2023 Oct 4. ACM BCB. 2023. PMID: 37876849 Free PMC article.
Regional imaging genetic enrichment analysis.
Yao X, Cong S, Yan J, Risacher SL, Saykin AJ, Moore JH, Shen L; UK Brain Expression Consortium; Alzheimer’s Disease Neuroimaging Initiative. Yao X, et al. Bioinformatics. 2020 Apr 15;36(8):2554-2560. doi: 10.1093/bioinformatics/btz948. Bioinformatics. 2020. PMID: 31860065 Free PMC article.
Deep Learning with Gaussian Differential Privacy.
Bu Z, Dong J, Long Q, Su WJ. Bu Z, et al. Harv Data Sci Rev. 2020;2020(23):10.1162/99608f92.cfc5dd25. doi: 10.1162/99608f92.cfc5dd25. Epub 2020 Sep 30. Harv Data Sci Rev. 2020. PMID: 33251529 Free PMC article.
69 results