Fast stagewise sparse factor regression K Chen, R Dong, W Xu, Z Zheng Journal of Machine Learning Research 23 (271), 1-45, 2022 | 6* | 2022 |
Parallel integrative learning for large-scale multi-response regression with incomplete outcomes R Dong, D Li, Z Zheng Computational Statistics & Data Analysis 160 (0167-9473), 107243, 2021 | 3 | 2021 |
Innovated scalable efficient inference for ultra-large graphical models J Zhou, Z Zheng, H Zhou, R Dong Statistics & Probability Letters 173, 109085, 2021 | 2 | 2021 |
Dimensionality reduction by soft-margin support vector machine R Dong, H Meng, Z Long, H Zhao 2017 IEEE International Conference on Agents (ICA), 154-156, 2017 | 2 | 2017 |
Communication-efficient estimation for distributed subset selection Y Chen, R Dong, C Wen Statistics and Computing 33 (6), 141, 2023 | | 2023 |
Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic Regression C Wen, Z Li, R Dong, Y Ni, W Pan INFORMS Journal on Computing 35 (5), 1044-1060, 2023 | | 2023 |
Heterogeneity Exploration for Multi-Response Regression J Wu, W Gao, R Dong, Z Zheng Communications in Mathematics and Statistics, 1-17, 2023 | | 2023 |
Simultaneous inference for a high-dimensional precision matrix W Gao, R Dong, J Wu JUSTC 52 (7), 2-1-2-11, 2022 | | 2022 |
Sparse assortment personalization in high dimensions J Shao, R Dong, Z Zheng JUSTC 52 (3), 5-1-5-12, 2022 | | 2022 |
Controlling the false discovery rate for latent factors via unit-rank deflation R Dong, J Zhou, Z Zheng Statistics & Probability Letters 178, 109178, 2021 | | 2021 |