百晓学者学者目录

兰慧

讲师，北京工业大学

精选作品

期刊论文

2026

WAVE: Interpretable High-Dimensional Change Point Detection via Adaptive Weighted Variable Selection

Hui Lan, Luyue Qi, Jianyuan Xue, Qijing Yan

Mathematics

DOI

2025

A Local Variational Inference Framework for the Orthogonal Gaussian Process Calibration

Jingru Huang, Hui Lan, Yan Wang, Linhan Ouyang

Technometrics

DOI

2025

A Meta-learner for Heterogeneous Effects in Difference-in-Differences

Hui Lan, Haoge Chang, E. Dillon, Vasilis Syrgkanis

International Conference on Machine Learning

DOI

2025

Learning Treatment Representations for Downstream Instrumental Variable Regression

Shia-Cheng Lin, Hui Lan, Vasilis Syrgkanis

arXiv.org

DOI

2024

Regularized DeepIV with Model Selection

Zi-Hao Li, Hui Lan, Vasilis Syrgkanis, Meng-Di Wang, Masatoshi Uehara

arXiv.org

DOI

2023

Causal Q-Aggregation for CATE Model Selection

Hui Lan, Vasilis Syrgkanis

International Conference on Artificial Intelligence and Statistics

DOI

2021

Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Hierarchical learning of Hidden Markov Models with clustering regularization

Hui Lan, A. B. Chan

Conference on Uncertainty in Artificial Intelligence

2021

Applying the Hidden Markov Model to Analyze Urban Mobility Patterns: An Interdisciplinary Approach

B. P. Loo, Fei-Fei Zhang, J. Hsiao, Antoni B. Chan, Hui Lan

Chinese Geographical Science

DOI

研究方向

贝叶斯统计计算机实验设计时间序列数据分析

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