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Annie Qu
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2020 – today
- 2024
- [j12]Yanqing Zhang, Qi Xu, Niansheng Tang, Annie Qu:
Differentially Private Data Release for Mixed-type Data via Latent Factor Models. J. Mach. Learn. Res. 25: 116:1-116:37 (2024) - [i13]Ruqian Zhang, Yijiao Zhang, Annie Qu, Zhongyi Zhu, Juan Shen:
CONCERT: Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior. CoRR abs/2404.03764 (2024) - [i12]Yubai Yuan, Babak Shahbaba, Norbert Fortin, Keiland W. Cooper, Qing Nie, Annie Qu:
Optimal Transport for Latent Integration with An Application to Heterogeneous Neuronal Activity Data. CoRR abs/2407.00099 (2024) - 2023
- [i11]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) - [i10]Wenzhuo Zhou, Annie Qu, Keiland W. Cooper, Norbert Fortin, Babak Shahbaba:
A Model-Agnostic Graph Neural Network for Integrating Local and Global Information. CoRR abs/2309.13459 (2023) - [i9]Wenzhuo Zhou, Annie Qu:
Stackelberg Batch Policy Learning. CoRR abs/2309.16188 (2023) - [i8]Hanwen Ye, Wenzhuo Zhou, Ruoqing Zhu, Annie Qu:
Stage-Aware Learning for Dynamic Treatments. CoRR abs/2310.19300 (2023) - [i7]Hanwen Ye, Tatiana Moreno, Adrianne Alpern, Louis Ehwerhemuepha, Annie Qu:
Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes. CoRR abs/2312.14180 (2023) - 2022
- [j11]Chamila Perera, Haixiang Zhang, Yinan Zheng, Lifang Hou, Annie Qu, Cheng Zheng, Ke Xie
, Lei Liu:
HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data. BMC Bioinform. 23(1): 296 (2022) - [j10]Xuan Bi
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness. INFORMS J. Comput. 34(3): 1644-1660 (2022) - [j9]Yutong Li
Dermoscopic Image Classification with Neural Style Transfer. J. Comput. Graph. Stat. 31(4): 1318-1331 (2022) - [j8]Shuying Zhu, Weining Shen
Weighted AutoEncoding recommender system. Stat. Anal. Data Min. 15(5): 570-585 (2022) - 2021
- [j7]Yanqing Zhang, Xuan Bi, Niansheng Tang, Annie Qu:
Dynamic Tensor Recommender Systems. J. Mach. Learn. Res. 22: 65:1-65:35 (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 - [i6]Jack Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh:
Dermoscopic Image Classification with Neural Style Transfer. CoRR abs/2105.07592 (2021) - [i5]Yujia Deng, Yubai Yuan, Haoda Fu, Annie Qu:
Query-augmented Active Metric Learning. CoRR abs/2111.04871 (2021) - [i4]Yubai Yuan, Annie Qu:
High-order joint embedding for multi-level link prediction. CoRR abs/2111.05265 (2021) - 2020
- [j6]Majdi I. Radaideh
Neural-based time series forecasting of loss of coolant accidents in nuclear power plants. Expert Syst. Appl. 160: 113699 (2020) - [i3]Xuan Bi, Gediminas Adomavicius, William Li, Annie Qu:
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness. CoRR abs/2011.03452 (2020)
2010 – 2019
- 2019
- [j5]Ben Dai, Junhui Wang, Xiaotong Shen, Annie Qu:
Smooth neighborhood recommender systems. J. Mach. Learn. Res. 20: 16:1-16:24 (2019) - [i2]Xiwei Tang, Xuan Bi, Annie Qu:
Individualized Multilayer Tensor Learning with An Application in Imaging Analysis. CoRR abs/1903.08871 (2019) - 2018
- [j4]Xueying Zheng, Lan Xue, Annie Qu:
Time-varying correlation structure estimation and local-feature detection for spatio-temporal data. J. Multivar. Anal. 168: 221-239 (2018) - [i1]Jack Yutong Li, Ruoqing Zhu, Annie Qu, Han Ye, Zhankun Sun:
Semi-Orthogonal Non-Negative Matrix Factorization. CoRR abs/1805.02306 (2018) - 2014
- [j3]Xianlong Wang, Annie Qu
Efficient classification for longitudinal data. Comput. Stat. Data Anal. 78: 119-134 (2014) - 2012
- [j2]Lan Xue, Annie Qu:
Variable Selection in High-dimensional Varying-coefficient Models with Global Optimality. J. Mach. Learn. Res. 13: 1973-1998 (2012)
2000 – 2009
- 2008
- [j1]Guei-Feng Tsai, Annie Qu:
Testing the significance of cell-cycle patterns in time-course microarray data using nonparametric quadratic inference functions. Comput. Stat. Data Anal. 52(3): 1387-1398 (2008)
Coauthor Index
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