Kean Ming Tan
University of Michigan
H-index: 18
North America-United States
Top articles of Kean Ming Tan
Statistical Inference for Covariate-Adjusted and Interpretable Generalized Factor Model with Application to Testing Fairness
arXiv preprint arXiv:2404.16745
2024/4/25
Retire: Robust expectile regression in high dimensions
Journal of Econometrics
2024/2/1
Kean Ming Tan
H-Index: 12
Wen-Xin Zhou
H-Index: 14
Estimation of complier expected shortfall treatment effects with a binary instrumental variable
Journal of Econometrics
2024/1/1
A unified algorithm for penalized convolution smoothed quantile regression
Journal of Computational and Graphical Statistics
2023/12/20
Sparse reduced rank Huber regression in high dimensions
Journal of the American Statistical Association
2023/10/2
Robust estimation and inference for expected shortfall regression with many regressors
Journal of the Royal Statistical Society Series B: Statistical Methodology
2023/9
High-Dimensional Expected Shortfall Regression
arXiv preprint arXiv:2307.02695
2023/7/5
Smoothed quantile regression with large-scale inference
Journal of Econometrics
2023/2/1
High-dimensional inference for generalized linear models with hidden confounding
The Journal of Machine Learning Research
2023/1/1
Scalable estimation and inference for censored quantile regression process
2022/10
High-dimensional quantile regression: Convolution smoothing and concave regularization
Journal of the Royal Statistical Society Series B: Statistical Methodology
2022/2
Communication-constrained distributed quantile regression with optimal statistical guarantees
Journal of Machine Learning Research
2022
Kean Ming Tan
H-Index: 12
Wen-Xin Zhou
H-Index: 14
Estimating and inferring the maximum degree of stimulus-locked time-varying brain connectivity networks
Biometrics
2021/6
Model linkage selection for cooperative learning
Journal of Machine Learning Research
2021
Jie Ding
H-Index: 9
Kean Ming Tan
H-Index: 12
Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data
arXiv preprint arXiv:2012.05158
2020/12/9
Yang Ning
H-Index: 16
Kean Ming Tan
H-Index: 12
Local uncertainty sampling for large-scale multiclass logistic regression
2020/6/1
Transformation of speech sequences in human sensorimotor circuits
Proceedings of the National Academy of Sciences
2020/2/11
Kevin Himberger
H-Index: 14
Kean Ming Tan
H-Index: 12
Co-Authors
