Annie Qu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 21

Top Topics

Matrix Factorization

Information Transfer

Feature Detection

Metric Learning

Top Venues

J. Mach. Learn. Res.

Stat. Anal. Data Min.

Publications

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 (2024)
Ruqian Zhang, Yijiao Zhang, Annie Qu, Zhongyi Zhu, Juan Shen
CONCERT: Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior. CoRR (2024)
Wenzhuo Zhou, Yuhan Li, Ruoqing Zhu, Annie Qu
Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework. CoRR (2023)
Wenzhuo Zhou, Annie Qu
Stackelberg Batch Policy Learning. CoRR (2023)
Hanwen Ye, Wenzhuo Zhou, Ruoqing Zhu, Annie Qu
Stage-Aware Learning for Dynamic Treatments. CoRR (2023)
Wenzhuo Zhou, Annie Qu, Keiland W. Cooper, Norbert Fortin, Babak Shahbaba
A Model-Agnostic Graph Neural Network for Integrating Local and Global Information. CoRR (2023)
Hanwen Ye, Tatiana Moreno, Adrianne Alpern, Louis Ehwerhemuepha, Annie Qu
Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes. CoRR (2023)
Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu
Dermoscopic Image Classification with Neural Style Transfer. J. Comput. Graph. Stat. 31 (4) (2022)
Shuying Zhu, Weining Shen, Annie Qu
Weighted AutoEncoding recommender system. Stat. Anal. Data Min. 15 (5) (2022)
Xuan Bi, Gediminas Adomavicius, William Li, Annie Qu
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness. INFORMS J. Comput. 34 (3) (2022)
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) (2022)
Jack Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh
Dermoscopic Image Classification with Neural Style Transfer. CoRR (2021)
Yujia Deng, Yubai Yuan, Haoda Fu, Annie Qu
Query-augmented Active Metric Learning. CoRR (2021)
Yanqing Zhang, Xuan Bi, Niansheng Tang, Annie Qu
Dynamic Tensor Recommender Systems. J. Mach. Learn. Res. 22 (2021)
Yubai Yuan, Annie Qu
High-order joint embedding for multi-level link prediction. CoRR (2021)
Xuan Bi, Gediminas Adomavicius, William Li, Annie Qu
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness. CoRR (2020)
Majdi I. Radaideh, Connor Pigg, Tomasz Kozlowski, Yujia Deng, Annie Qu
Neural-based time series forecasting of loss of coolant accidents in nuclear power plants. Expert Syst. Appl. 160 (2020)
Xiwei Tang, Xuan Bi, Annie Qu
Individualized Multilayer Tensor Learning with An Application in Imaging Analysis. CoRR (2019)
Ben Dai, Junhui Wang, Xiaotong Shen, Annie Qu
Smooth neighborhood recommender systems. J. Mach. Learn. Res. 20 (2019)
Xueying Zheng, Lan Xue, Annie Qu
Time-varying correlation structure estimation and local-feature detection for spatio-temporal data. J. Multivar. Anal. 168 (2018)
Jack Yutong Li, Ruoqing Zhu, Annie Qu, Han Ye, Zhankun Sun
Semi-Orthogonal Non-Negative Matrix Factorization. CoRR (2018)
Xianlong Wang, Annie Qu
Efficient classification for longitudinal data. Comput. Stat. Data Anal. 78 (2014)
Lan Xue, Annie Qu
Variable Selection in High-dimensional Varying-coefficient Models with Global Optimality. J. Mach. Learn. Res. 13 (2012)
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) (2008)