Does -minimization outperform -minimization? L Zheng, A Maleki, H Weng, X Wang, T Long
IEEE Transactions on Information Theory 63 (11), 6896-6935, 2017
109 2017 Which bridge estimator is the best for variable selection? S Wang, H Weng, A Maleki
Annals of Statistics 48, 2791-2823, 2020
43 * 2020 Community detection with nodal information: likelihood and its variational approximation H Weng, Y Feng
Stat, 2021
40 * 2021 Overcoming the limitations of phase transition by higher order analysis of regularization techniques H Weng, A Maleki, L Zheng
Annals of Statistics 46 (6A), 3099-3129, 2018
31 2018 Does SLOPE outperform bridge regression? S Wang, H Weng, A Maleki
Information and Inference: A Journal of the IMA, 2021
20 2021 Regularization after retention in ultrahigh dimensional linear regression models H Weng, Y Feng, X Qiao
Statistica Sinica 29, 387-407, 2019
19 * 2019 Spectral clustering via adaptive layer aggregation for multi-layer networks S Huang, H Weng, Y Feng
Journal of Computational and Graphical Statistics, 2022
15 2022 Matrix completion with nonconvex regularization: spectral operators and scalable algorithms R Mazumder, DF Saldana, H Weng
Statistics and Computing 30, 1113--1138, 2020
12 2020 Optimal estimation of functionals of high-dimensional mean and covariance matrix J Fan, H Weng, Y Zhou
arXiv preprint arXiv:1908.07460, 2019
6 2019 Computing the degrees of freedom of rank-regularized estimators and cousins R Mazumder, H Weng
Electronic Journal of Statistics 14 (1), 1348-1385, 2020
4 2020 Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models Y Tian, H Weng, Y Feng
arXiv:2209.15224, 2022
3 2022 Phase transition and noise sensitivity of ℓp -minimization for 0 ≤ p ≤ 1 H Weng, L Zheng, A Maleki, X Wang
2016 IEEE International Symposium on Information Theory (ISIT), 675-679, 2016
3 2016 Low noise sensitivity analysis of -minimization in oversampled systems H Weng, A Maleki
Information and Inference: A Journal of the IMA 9 (1), 113–155, 2020
2 2020 Variable Selection in Latent Regression IRT Models via Knockoffs: An Application to International Large-scale Assessment in Education Y Chen, M von Davier, H Weng, Z Xie
arXiv:2208.07959, 2022
1 2022 Discussion of “Cocitation and Coauthorship Networks of Statisticians” H Weng, Y Feng
Journal of Business & Economic Statistics 40 (2), 2022
1 2022 Supplement to “Overcoming the limitations of phase transition by higher order analysis of regularization techniques.” H Weng, A Maleki, L Zheng
DOI, 2018
1 2018 A unified view of high-dimensional bridge regression H Weng
Columbia University, 2017
1 2017 Post-Selection Inference for the Cox Model with Interval-Censored Data J Zhang, C Li, H Weng
arXiv:2306.13870, 2023
2023 Signal-to-noise ratio aware minimaxity and higher-order asymptotics Y Guo, H Weng, A Maleki
arXiv:2211.05954, 2022
2022 On the estimation of correlation in a binary sequence model H Weng, Y Feng
Journal of Statistical Planning and Inference 207, 123-137, 2020
2020