Ruoqing Zhu

4 papers · 2023–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🌈 Renaissance Researcher (6)

Venues

JMLR (3) ICLR (1)

Top co-authors

Wenzhuo Zhou (2) Luoyao Yu (1) Yuhan Li (1) Zhou Yu (1) Lixing Zhu (1) Rui Qiu (1) Annie Qu (1) Xuehu ZHU (1) Hanwen Ye (1)

Research topics

Machine Learning (4) Learning Types (3) Healthcare & Medicine (2) Clinical (2) Core Methods (2) Optimization & Theory (2) Data Science & Analytics (1) Knowledge & Reasoning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Application Areas (1) Mathematics (1) Methods (1) Reasoning (1)

Keywords

change point detection (1) unsupervised learning (1) causal inference (1) clustering analysis (1) kernel principal component analysis (1) attention mechanism (1) sample complexity (1) dimension reduction (1) nonparametric regression (1) nonparametric statistics (1) off-policy learning (1) kernel mean embedding (1) inverse probability weighting (1) personalized medicine (1) metric space (1) continuous action (1) random forest (1) dynamic treatment regime (1) outcome weighted learning (1) fréchet regression (1)

Papers

Kernel Mean Embedding Deviation Subspace for Unsupervised Learning with Heterogeneous Data JMLR 2026 Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024 Stage-Aware Learning for Dynamic Treatments JMLR 2024 Quasi-optimal Reinforcement Learning with Continuous Actions ICLR 2023