Lingzhou Xue

Pennsylvania State University — United States

Mathematics · Physical Sciences

21h-index2.0kcitations152works1.12yr avg
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Research Topics

Statistical Methods and Inference(42), Sparse and Compressive Sensing Techniques(20), Bayesian Methods and Mixture Models(18), Advanced Statistical Methods and Models(12), Face and Expression Recognition(10)

Publications152 total

Gap-Dependent Bounds for Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation
ArXiv.org·2026Open Access
Gap-Dependent Bounds for Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation
arXiv (Cornell University)·2026Open Access
Statistical inference for high-dimensional robust linear regression models via recursive online-score estimation
Science China Mathematics·2026
EXACT: Explicit Attribute-Guided Decoding-Time Personalization
ArXiv.org·2026Open Access
EXACT: Explicit Attribute-Guided Decoding-Time Personalization
arXiv (Cornell University)·2026Open Access
Structure-Preserving Nonlinear Sufficient Dimension Reduction for Tensors
arXiv (Cornell University)·2025Open Access
Structure-Preserving Nonlinear Sufficient Dimension Reduction for Tensors
ArXiv.org·2025Open Access
High-Dimensional Log Contrast Models with Measurement Errors
Statistica Sinica·2025Open Access
Q-Learning with Fine-Grained Gap-Dependent Regret
arXiv (Cornell University)·2025Open Access
Variable Selection for Additive Global Fréchet Regression
arXiv (Cornell University)·2025Open Access
spVelo: RNA velocity inference for multi-batch spatial transcriptomics data
Genome biology·2025· 3 citedOpen Access
Composition-on-composition regression analysis for multi-omics integration of metagenomic data
Bioinformatics·2025· 1 citedOpen Access
Doubly robust estimation of causal effects for random object outcomes with continuous treatments
arXiv (Cornell University)·2025Open Access
Theoretical Guarantees for Sparse Principal Component Analysis Based on the Elastic Net
IEEE Transactions on Information Theory·2025Open Access
Strongly Consistent Community Detection in Popularity Adjusted Block Models
arXiv (Cornell University)·2025Open Access
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
arXiv (Cornell University)·2025Open Access
AltLoRA: Towards Better Gradient Approximation in Low-Rank Adaptation with Alternating Projections
arXiv (Cornell University)·2025Open Access
Statistical Inference for High-Dimensional Robust Linear Regression Models via Recursive Online-Score Estimation
arXiv (Cornell University)·2025Open Access
Clustering Time-Evolving Networks Using Temporal Exponential-Family Random Graph Models with Conditional Dyadic Independence and Dynamic Latent Blocks
Journal of Computational and Graphical Statistics·2025Open Access
spVelo: RNA velocity inference for multi-batch spatial transcriptomics data
2025· 2 citedOpen Access
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Frequent Co-authors

Hui Zou(13), Shiqian Ma(7), Xiang Zhan(6), A. Srinivasan(6), Danning Li(6), Jianqing Fan(5), Jiawei Yao(5), Amal Agarwal(5), Xiufan Yu(5), Yunfeng Chen(3), Lining Arnold Ju(3), Kevin H. Lee(3), Shixiang Chen(3), Susan L. Brantley(3), Tao Wen(3), Fangyuan Zhou(2), Cheng Zhu(2), Ni Zhao(2), Xianzeng Niu(2), Zhenhui Li(2)