| k-POD: A Method for k-Means Clustering of Missing Data JT Chi, EC Chi, RG Baraniuk The American Statistician 70 (1), 91-99, 2016 | 146 | 2016 |
| Blind hyperspectral unmixing based on graph total variation regularization J Qin, H Lee, JT Chi, L Drumetz, J Chanussot, Y Lou, AL Bertozzi IEEE Transactions on Geoscience and Remote Sensing 59 (4), 3338-3351, 2020 | 42 | 2020 |
| Identifying sources of health care underutilization among California’s immigrants JT Chi, MS Handcock Journal of racial and ethnic health disparities 1 (3), 207-218, 2014 | 35 | 2014 |
| A projector-based approach to quantifying total and excess uncertainties for sketched linear regression JT Chi, ICF Ipsen Information and Inference: A Journal of the IMA 11 (3), 1055--1077, 2021 | 11* | 2021 |
| Fast blind hyperspectral unmixing based on graph laplacian J Qin, H Lee, JT Chi, Y Lou, J Chanussot, AL Bertozzi 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019 | 11 | 2019 |
| A User-Friendly Computational Framework for Robust Structured Regression with the L2 Criterion JT Chi, EC Chi Journal of Computational and Graphical Statistics 31 (4), 1051-1062, 2022 | 8 | 2022 |
| SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based Gene-Environment Interaction Tests in Biobank Data JT Chi, ICF Ipsen, TH Hsiao, CH Lin, LS Wang, WP Lee, TP Lu, JY Tzeng Frontiers in Genetics 12, 1878, 2021 | 6 | 2021 |
| Multiplicative perturbation bounds for multivariate multiple linear regression in Schatten p-norms JT Chi, ICF Ipsen Linear Algebra and its Applications 624, 87-102, 2021 | 4 | 2021 |
| Algorithms and analysis for the efficient solution of large-scale linear least squares problems JT Chi North Carolina State University, 2021 | 1 | 2021 |
| Linear Discriminant Analysis with the Randomized Kaczmarz Method JT Chi, D Needell SIAM Journal on Matrix Analysis and Applications 46 (1), 94-120, 2025 | | 2025 |
| Population-Based Hierarchical Non-negative Matrix Factorization for Survey Data X Ding, X Dong, O McGough, C Shen, A Ulichney, R Xu, W Swartworth, ... Proceedings of the IEEE/ACM International Conference on Big Data Computing …, 2022 | | 2022 |
| Sketched Gaussian Model Linear Discriminant Analysis via the Randomized Kaczmarz Method JT Chi, D Needell arXiv preprint arXiv:2211.05749, 2022 | | 2022 |
| 2022 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT)| 978-1-6654-6090-3/22/$31.00© 2022 IEEE| DOI: 10.1109/BDCAT56447. 2022.00050 A Abdulraheem, HB Adeyemo, S Ahmad, A Aleroud, SA Alhosseini, ... | | |
Eric C. ChiAssociate Professor of Statistics, Rice UniversityE-mail confirmado em rice.edu