Lexin Li
University of California, Berkeley
H-index: 38
North America-United States
Top articles of Lexin Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Functional Directed Acyclic Graphs | Journal of Machine Learning Research | Kuang-Yao Lee Lexin Li Bing Li | 2024 |
Post-Regularization Confidence Bands for Ordinary Differential Equations | Journal of Machine Learning Research | Xiaowu Dai Lexin Li | 2024 |
High-dimensional multisubject time series transition matrix inference with application to brain connectivity analysis | Biometrics | Xiang Lyu Jian Kang Lexin Li | 2024/6 |
Dynamic noise estimation: A generalized method for modeling noise fluctuations in decision-making | Journal of Mathematical Psychology | Jing-Jing Li Chengchun Shi Lexin Li Anne GE Collins | 2024/4/1 |
Testing directed acyclic graph via structural, supervised and generative adversarial learning | Journal of the American Statistical Association | Chengchun Shi Yunzhe Zhou Lexin Li | 2023/7/10 |
Sequential Best-Arm Identification with Application to Brain-Computer Interface | arXiv preprint arXiv:2305.11908 | Xin Zhou Botao Hao Jian Kang Tor Lattimore Lexin Li | 2023/5/17 |
Partially observed dynamic tensor response regression | Journal of the American Statistical Association | Jie Zhou Will Wei Sun Jingfei Zhang Lexin Li | 2023/1/2 |
Orthogonalized kernel debiased machine learning for multimodal data analysis | Journal of the American Statistical Association | Xiaowu Dai Lexin Li | 2023/7/3 |
Optimizing pessimism in dynamic treatment regimes: A bayesian learning approach | Yunzhe Zhou Zhengling Qi Chengchun Shi Lexin Li | 2023/4/11 | |
A generalized method for dynamic noise inference in modeling sequential decision-making | Proceedings of the Annual Meeting of the Cognitive Science Society | Jing-Jing Li Chengchun Shi Lexin Li Anne GE Collins | 2023 |
Nonparametric functional graphical modeling through functional additive regression operator | Journal of the American Statistical Association | Kuang-Yao Lee Lexin Li Bing Li Hongyu Zhao | 2023/7/3 |
Estimation and Inference for High-dimensional Multi-response Growth Curve Model | arXiv preprint arXiv:2312.16769 | Xin Zhou Yin Xia Lexin Li | 2023/12/28 |
Multivariate temporal point process regression | Journal of the American Statistical Association | Xiwei Tang Lexin Li | 2023/4/3 |
Multivariate dynamic mediation analysis under a reinforcement learning framework | arXiv preprint arXiv:2310.16203 | Lan Luo Chengchun Shi Jitao Wang Zhenke Wu Lexin Li | 2023/10/24 |
Kernel knockoffs selection for nonparametric additive models | Journal of the American Statistical Association. Accepted. | Xiaowu Dai Xiang Lyu Lexin Li | 2021 |
Generalized connectivity matrix response regression with applications in brain connectivity studies | Journal of Computational and Graphical Statistics | Jingfei Zhang Will Wei Sun Lexin Li | 2023/1/2 |
Testing for the Markov property in time series via deep conditional generative learning | Journal of the Royal Statistical Society Series B: Statistical Methodology | Yunzhe Zhou Chengchun Shi Lexin Li Qiwei Yao | 2023/9 |
Generalized liquid association analysis for multimodal data integration | Journal of the American Statistical Association | Lexin Li Jing Zeng Xin Zhang | 2023/7/3 |
Conditional functional graphical models | Journal of the American Statistical Association | Kuang-Yao Lee Dingjue Ji Lexin Li Todd Constable Hongyu Zhao | 2023/1/2 |
Integrative factor regression and its inference for multimodal data analysis | Journal of the American Statistical Association | Quefeng Li Lexin Li | 2022/10/2 |
