JC
Jocelyn T. Chi
stat.COcs.NAmath.NAstat.MEstat.MLblock-relaxationComputational fluid dynamicsconvex optimizationcs.LGgene-based GxE test for biobank data
On Valency
published · living versionsW_w2me4sn2·v1 · currentpublished
Weighted Randomized Kaczmarz for Sparsely Corrupted Linear Systems
with Jessie Chen, Ziyu Cheng, Yunhui He, Alona Kryshchenko +2
1 version
Preprints & journals
13 papers in the corpus · 2014–2026Large Scale High-Dimensional Reduced-Rank Linear Discriminant Analysis2602.11108v1 · Jocelyn T. Chi2026 · 0 citationsarXiv
The Why and How of Convex Clustering2507.09077v2 · Eric C. Chi, Aaron J. Molstad, Zheming Gao et al.2025 · 0 citationsarXiv
Simulation-based machine learning for real-time assessment of side-branch hemodynamics in coronary bifurcation lesions.42238801 · Ghorbannia, Arash, Tanade, Cyrus, Yousef, Ayman et al.2026 · 4 citationsThe international journal of high performance computing applications. 2025;39(5):678-691
Linear Discriminant Analysis with the Randomized Kaczmarz Method2211.05749v2 · Jocelyn T. Chi, Deanna Needell2022 · 2 citationsarXiv
Population-Based Hierarchical Non-negative Matrix Factorization for Survey Data2209.04968v1 · Xiaofu Ding, Xinyu Dong, Olivia McGough et al.2022 · 0 citationsarXiv
A User-Friendly Computational Framework for Robust Structured Regression with the L2 Criterion.36721836 · Chi, Jocelyn T, Chi, Eric C2024 · 4 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2022;31(4):1051-1062
SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based Gene-Environment Interaction Tests in Biobank Data.34795690 · Chi, Jocelyn T, Ipsen, Ilse C F, Hsiao, Tzu-Hung et al.2023 · 5 citationsFrontiers in genetics. 2021;12:710055
SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based GxE Tests in Biobank Data2105.03228v2 · Jocelyn T. Chi, Ilse C. F. Ipsen, Tzu-Hung Hsiao et al.2021 · 0 citationsarXiv
A User-Friendly Computational Framework for Robust Structured Regression with the L Criterion2010.04133v2 · Jocelyn T. Chi, Eric C. Chi2020 · 0 citationsarXiv
Multiplicative Perturbation Bounds for Multivariate Multiple Linear Regression in Schatten -Norms2007.06099v1 · Jocelyn T. Chi, Ilse C. F. Ipsen2020 · 3 citationsarXiv
A Projector-Based Approach to Quantifying Total and Excess Uncertainties for Sketched Linear Regression1808.05924v3 · Jocelyn T. Chi, Ilse C. F. Ipsen2018 · 3 citationsarXiv
-POD: A Method for -Means Clustering of Missing Data1411.7013v3 · Jocelyn T. Chi, Eric C. Chi, Richard G. Baraniuk2014 · 104 citationsThe American Statistician 70(1):91-99, 2016
Identifying Sources of Health Care Underutilization Among California's Immigrants.26561540 · Chi, Jocelyn T, Handcock, Mark S2019 · 18 citationsJournal of racial and ethnic health disparities. 2014;1(3):207-218
Career total: 28 works. 13 are in this corpus.
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