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Ruoqing Zhu
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2020 – today
- 2024
- [j7]Xian Cao, Timothy B. Folta, Hongfei Li, Ruoqing Zhu:
Analyzing the online word of mouth dynamics: A novel approach. Decis. Support Syst. 185: 114306 (2024) - [j6]Rui Qiu, Zhou Yu, Ruoqing Zhu:
Random Forest Weighted Local Fréchet Regression with Random Objects. J. Mach. Learn. Res. 25: 107:1-107:69 (2024) - 2023
- [j5]Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu:
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. Trans. Mach. Learn. Res. 2023 (2023) - [c2]Kowshika Sarker
, Ruoqing Zhu
Augmenting nutritional metabolomics with a genome-scale metabolic model for assessment of diet intake. BCB 2023: 4:1-4:10 - [c1]Yuhan Li, Wenzhuo Zhou, Ruoqing Zhu:
Quasi-optimal Reinforcement Learning with Continuous Actions. ICLR 2023 - [i10]Yuhan Li, Wenzhuo Zhou, Ruoqing Zhu:
Quasi-optimal Learning with Continuous Treatments. CoRR abs/2301.08940 (2023) - [i9]Wenzhuo Zhou, Yuhan Li, Ruoqing Zhu, Annie Qu:
Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework. CoRR abs/2309.13278 (2023) - [i8]Hanwen Ye, Wenzhuo Zhou, Ruoqing Zhu, Annie Qu:
Stage-Aware Learning for Dynamic Treatments. CoRR abs/2310.19300 (2023) - [i7]Yuhan Li, Hongtao Zhang, Keaven Anderson, Songzi Li, Ruoqing Zhu:
AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities. CoRR abs/2311.18725 (2023) - 2022
- [j4]Kaiqiao Li
Efficient gradient boosting for prognostic biomarker discovery. Bioinform. 38(6): 1631-1638 (2022) - [j3]Joshua Daniel Loyal
Dimension Reduction Forests: Local Variable Importance Using Structured Random Forests. J. Comput. Graph. Stat. 31(4): 1104-1113 (2022) - [j2]Yutong Li
Dermoscopic Image Classification with Neural Style Transfer. J. Comput. Graph. Stat. 31(4): 1318-1331 (2022) - [i6]Rui Qiu, Zhou Yu, Ruoqing Zhu:
Random Forests Weighted Local Fréchet Regression with Theoretical Guarantee. CoRR abs/2202.04912 (2022) - [i5]Tianning Xu, Ruoqing Zhu, Xiaofeng Shao:
On Variance Estimation of Random Forests. CoRR abs/2202.09008 (2022) - [i4]Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu:
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. CoRR abs/2206.00583 (2022) - 2021
- [d1]Jack Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu:
Dermoscopic Dataset for the "Dermoscopic Image Classification with Neural Style Transfer" Manuscript. IEEE DataPort, 2021 - [i3]Jack Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh:
Dermoscopic Image Classification with Neural Style Transfer. CoRR abs/2105.07592 (2021) - 2020
- [i2]Yifan Cui, Michael R. Kosorok, Stefan Wager, Ruoqing Zhu:
Estimating heterogeneous treatment effects with right-censored data via causal survival forests. CoRR abs/2001.09887 (2020)
2010 – 2019
- 2019
- [j1]Ruoqing Zhu, Jiyang Zhang, Ruilin Zhao, Peng Xu, Wenzhuo Zhou, Xin Zhang:
orthoDr: Semiparametric Dimension Reduction via Orthogonality Constrained Optimization. R J. 11(2): 24 (2019) - 2018
- [i1]Jack Yutong Li, Ruoqing Zhu, Annie Qu, Han Ye, Zhankun Sun:
Semi-Orthogonal Non-Negative Matrix Factorization. CoRR abs/1805.02306 (2018)
Coauthor Index
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