Ruoqing Zhu

12 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-0753-5716

University of Illinois at Urbana-Champaign

Publications

• Kernel Mean Embedding Deviation Subspace for Unsupervised Learning with Heterogeneous Data — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Reinforcement Learning with Continuous Actions Under Unmeasured Confounding — Journal of the American Statistical Association 2026
• Detecting Gender Stereotype Biases Against Women Entrepreneurs in Large Language Models — Journal of Business Ethics 2025 (name-matched, not ORCID-linked)
• Random Forest Weighted Local Fréchet Regression with Random Objects — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Stage-Aware Learning for Dynamic Treatments — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Estimating Optimal Infinite Horizon Dynamic Treatment Regimes via pT-Learning — Journal of the American Statistical Association 2024
• Estimating heterogeneous treatment effects with right-censored data via causal survival forests — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• A parsimonious personalized dose-finding model via dimension reduction — Biometrika 2021
• Topic Modeling on Triage Notes With Semiorthogonal Nonnegative Matrix Factorization — Journal of the American Statistical Association 2021
• Counting process-based dimension reduction methods for censored outcomes — Biometrika 2019
• Reinforcement Learning Trees — Journal of the American Statistical Association 2015
• Recursively Imputed Survival Trees — Journal of the American Statistical Association 2012