Haolei Weng

Does $\ell _{p}$ -Minimization Outperform $\ell _{1}$ -Minimization?

Arian Maleki, Teng Long, Xiaodong Wang, 2015, IEEE Transactions on Information Theory.

Matrix completion with nonconvex regularization: spectral operators and scalable algorithms

Rahul Mazumder, Haolei Weng, Diego F. Saldana, 2018, Statistics and Computing.

Which bridge estimator is optimal for variable selection? pdf

Arian Maleki, Haolei Weng, Shuaiwen Wang, 2017, ArXiv.

Spectral clustering via adaptive layer aggregation for multi-layer networks pdf

Yang Feng, Sihan Huang, Haolei Weng, 2020, ArXiv.

Low noise sensitivity analysis of Lq-minimization in oversampled systems pdf

Arian Maleki, Haolei Weng, A. Maleki, 2017, Information and Inference: A Journal of the IMA.

Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques pdf

Arian Maleki, Le Zheng, Haolei Weng, 2016, The Annals of Statistics.

Does SLOPE outperform bridge regression? pdf

Arian Maleki, Haolei Weng, Shuaiwen Wang, 2019, ArXiv.

Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1

Xiaodong Wang, Arian Maleki, Le Zheng, 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

Regularization after retention in ultrahigh dimensional linear regression models

Xingye Qiao, Haolei Weng, Yang Feng, 2013, 1311.5625.