Long Q - Search Results

1

Deep Learning with Gaussian Differential Privacy.

Bu Z, Dong J, Long Q, Su WJ. Bu Z, et al. Among authors: long q. 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.

2

Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion.

Zheng Q, Dong J, Long Q, Su WJ. Zheng Q, et al. Among authors: long q. Proc Mach Learn Res. 2020 Jul;119:11420-11435. Proc Mach Learn Res. 2020. PMID: 34291226 Free PMC article.

3

Federated f-Differential Privacy.

Zheng Q, Chen S, Long Q, Su WJ. Zheng Q, et al. Among authors: long q. Proc Mach Learn Res. 2021 Apr;130:2251-2259. Proc Mach Learn Res. 2021. PMID: 34350418 Free PMC article.

4

Exploring deep neural networks via layer-peeled model: Minority collapse in imbalanced training.

Fang C, He H, Long Q, Su WJ. Fang C, et al. Among authors: long q. Proc Natl Acad Sci U S A. 2021 Oct 26;118(43):e2103091118. doi: 10.1073/pnas.2103091118. Proc Natl Acad Sci U S A. 2021. PMID: 34675075 Free PMC article.

5

Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems.

Dai Z, Bu Z, Long Q. Dai Z, et al. Among authors: long q. Proc Int Conf Mach Learn Appl. 2021 Dec;2021:791-798. doi: 10.1109/icmla52953.2021.00131. Proc Int Conf Mach Learn Appl. 2021. PMID: 35169788 Free PMC article.

6

CEDAR: communication efficient distributed analysis for regressions.

Chang C, Bu Z, Long Q. Chang C, et al. Among authors: long q. Biometrics. 2023 Sep;79(3):2357-2369. doi: 10.1111/biom.13786. Epub 2022 Nov 7. Biometrics. 2023. PMID: 36305019 Free PMC article.

7

Deep Multiview Learning to Identify Population Structure with Multimodal Imaging.

Feng Y, Liu K, Kim M, Long Q, Yao X, Shen L. Feng Y, et al. Among authors: long q. Proc IEEE Int Symp Bioinformatics Bioeng. 2020 Oct;2020:308-314. doi: 10.1109/bibe50027.2020.00057. Epub 2020 Dec 16. Proc IEEE Int Symp Bioinformatics Bioeng. 2020. PMID: 33654579 Free PMC article.

8

Privacy-Preserving Methods for Vertically Partitioned Incomplete Data.

Deng Y, Jiang X, Long Q. Deng Y, et al. Among authors: long q. AMIA Annu Symp Proc. 2021 Jan 25;2020:348-357. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936407 Free PMC article.

9

Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment.

Feng Y, Kim M, Yao X, Liu K, Long Q, Shen L; Alzheimer’s Disease Neuroimaging Initiative. Feng Y, et al. Among authors: long q. BMC Bioinformatics. 2022 Sep 29;23(Suppl 3):402. doi: 10.1186/s12859-022-04946-x. BMC Bioinformatics. 2022. PMID: 36175853 Free PMC article.

10

Distributed learning from multiple EHR databases: Contextual embedding models for medical events.

Li Z, Roberts K, Jiang X, Long Q. Li Z, et al. Among authors: long q. J Biomed Inform. 2019 Apr;92:103138. doi: 10.1016/j.jbi.2019.103138. Epub 2019 Feb 27. J Biomed Inform. 2019. PMID: 30825539 Free PMC article.

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