@article{zhang2023postselection,title={Post-Selection Inference for the Cox Model with Interval-Censored Data},author={Zhang, Jianrui and Li, Chenxi and Weng, Haolei},journal={Scandinavian Journal of Statistics},year={2025},eprint={2306.13870},archiveprefix={arXiv},primaryclass={stat.ME},}
@misc{ghosh2025snrminimaxlr,title={Signal-to-noise ratio aware minimax analysis of sparse linear regression},author={Ghosh, Shubhangi and Guo, Yilin and Weng, Haolei and Maleki, Arian},year={2025},eprint={2501.13323},archiveprefix={arXiv},primaryclass={stat.ME},}
@article{tian2024unsupervised,title={Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms},author={Tian, Ye and Weng, Haolei and Feng, Yang},journal={International Conference on Machine Learning},year={2024},eprint={2310.15330},archiveprefix={arXiv},primaryclass={stat.ML},}
@misc{pak2024varibleselect,title={Variable Selection in Ultra-high Dimensional Feature Space for the Cox Model with Interval-Censored Data},author={Pak, Daewoo and Zhang, Jianrui and Wu, Di and Weng, Haolei and Li, Chenxi},year={2024},eprint={2405.01275},archiveprefix={arXiv},primaryclass={stat.ME},}
@misc{guo2024minimaxlr,title={A note on the minimax risk of sparse linear regression},author={Guo, Yilin and Ghosh, Shubhangi and Weng, Haolei and Maleki, Arian},year={2024},eprint={2405.05344},archiveprefix={arXiv},primaryclass={stat.ME},}
@misc{lee2024highdpltf,title={High-dimensional partial linear model with trend filtering},author={Lee, Sang Kyu and Hong, Hyokyoung G. and Weng, Haolei and Loftfield, Erikka},year={2024},eprint={2410.20319},archiveprefix={arXiv},primaryclass={stat.ME},}
@misc{liu2024sbmc,title={Sharp Bounds for Multiple Models in Matrix Completion},author={Liu, Dali and Weng, Haolei},year={2024},eprint={2411.13199},archiveprefix={arXiv},primaryclass={stat.ME},}
@article{huang2023spectral,title={Spectral clustering via adaptive layer aggregation for multi-layer networks},author={Huang, Sihan and Weng, Haolei and Feng, Yang},journal={Journal of Computational and Graphical Statistics},volume={32},number={3},pages={1170--1184},year={2023},publisher={Taylor \& Francis},}
@article{xie2023variable,title={Variable Selection in Latent Regression IRT Models via Knockoffs: An Application to International Large-scale Assessment in Education},author={Xie, Zilong and Chen, Yunxiao and {von Davier}, Matthias and Weng, Haolei},journal={Journal of the Royal Statistical Society: Series A},year={2023},eprint={2208.07959},archiveprefix={arXiv},primaryclass={stat.ME},}
@article{guo2022signaltonoise,title={Signal-to-noise ratio aware minimaxity and higher-order asymptotics},author={Guo, Yilin and Weng, Haolei and Maleki, Arian},journal={IEEE Transactions on Information Theory},year={2023},eprint={2211.05954},archiveprefix={arXiv},primaryclass={math.ST},}
@article{wang2022does,title={Does SLOPE outperform bridge regression?},author={Wang, Shuaiwen and Weng, Haolei and Maleki, Arian},journal={Information and Inference: A Journal of the IMA},volume={11},number={1},pages={1--54},year={2022},publisher={Oxford University Press},}
@article{weng2022community,title={Community detection with nodal information: Likelihood and its variational approximation},author={Weng, Haolei and Feng, Yang},journal={Stat},volume={11},number={1},pages={e428},year={2022},publisher={Wiley Online Library},}
@article{weng2022discuss,title={Discussion of “Cocitation and Coauthorship Networks of Statisticians”},author={Weng, Haolei and Feng, Yang},journal={Journal of Business \& Economic Statistics},volume={40},number={2},pages={486--490},year={2022},publisher={Wiley Online Library},}
@misc{tian2022unsupervised,title={Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models},author={Tian, Ye and Weng, Haolei and Feng, Yang},year={2022},eprint={2209.15224},archiveprefix={arXiv},primaryclass={stat.ML},}
@misc{fan2021optimal,title={Optimal estimation of functionals of high-dimensional mean and covariance matrix},author={Fan, Jianqing and Weng, Haolei and Zhou, Yifeng},year={2021},eprint={1908.07460},archiveprefix={arXiv},primaryclass={math.ST},}
@article{weng2020low,title={Low noise sensitivity analysis of ℓq-minimization in oversampled systems},author={Weng, Haolei and Maleki, Arian},journal={Information and Inference: A Journal of the IMA},volume={9},number={1},pages={113--155},year={2020},publisher={Oxford University Press},}
@article{weng2020estimation,title={On the estimation of correlation in a binary sequence model},author={Weng, Haolei and Feng, Yang},journal={Journal of Statistical Planning and Inference},volume={207},pages={123--137},year={2020},publisher={Elsevier},}
@article{mazumder2020computing,title={Computing the degrees of freedom of rank-regularized estimators and cousins},author={Mazumder, Rahul and Weng, Haolei},journal={Electronic Journal of Statistics},volume={14},pages={1348--1385},year={2020},}
@article{mazumder2020matrix,title={Matrix completion with nonconvex regularization: spectral operators and scalable algorithms},author={Mazumder, Rahul and Saldana, Diego and Weng, Haolei},journal={Statistics and Computing},volume={30},number={4},pages={1113--1138},year={2020},publisher={Springer},}
@article{wang2020bridge,title={Which bridge estimator is the best for variable selection?},author={Wang, Shuaiwen and Weng, Haolei and Maleki, Arian},journal={The Annals of Statistics},volume={48},number={5},pages={2791--2823},year={2020},publisher={Institute of Mathematical Statistics},}
@article{weng2019regularization,title={Regularization after retention in ultrahigh dimensional linear regression models},author={Weng, Haolei and Feng, Yang and Qiao, Xingye},journal={Statistica Sinica},volume={29},number={1},pages={387--407},year={2019},publisher={JSTOR},}
@article{weng2018overcoming,title={Overcoming the limitations of phase transition by higher order analysis of regularization techniques},author={Weng, Haolei and Maleki, Arian and Zheng, Le},journal={The Annals of Statistics},volume={46},number={6A},pages={3099--3129},year={2018},publisher={Institute of Mathematical Statistics},}
@article{zheng2017does,title={Does ℓp-minimization outperform ℓ1-minimization?},author={Zheng, Le and Maleki, Arian and Weng, Haolei and Wang, Xiaodong and Long, Teng},journal={IEEE Transactions on Information Theory},volume={63},number={11},pages={6896--6935},year={2017},publisher={IEEE},}
@inproceedings{weng2016phase,title={Phase transition and noise sensitivity of ℓp-minimization for $0 \leq p \leq 1$},author={Weng, Haolei and Zheng, Le and Maleki, Arian and Wang, Xiaodong},booktitle={2016 IEEE International Symposium on Information Theory (ISIT)},pages={675--679},year={2016},organization={IEEE},}