Haolei Weng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Phase Transition

Top Venues

IEEE Trans. Inf. Theory

J. Comput. Graph. Stat.

Publications

Yilin Guo, Haolei Weng, Arian Maleki
Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics. IEEE Trans. Inf. Theory 70 (5) (2024)
Sihan Huang, Haolei Weng, Yang Feng
Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer Networks. J. Comput. Graph. Stat. 32 (3) (2023)
Ye Tian, Haolei Weng, Yang Feng
Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models with Robustness against Adversarial Attacks. CoRR (2023)
Ye Tian, Haolei Weng, Yang Feng
Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models. CoRR (2022)
Rahul Mazumder, Diego Saldana, Haolei Weng
Matrix completion with nonconvex regularization: spectral operators and scalable algorithms. Stat. Comput. 30 (4) (2020)
Sihan Huang, Haolei Weng, Yang Feng
Spectral clustering via adaptive layer aggregation for multi-layer networks. CoRR (2020)
Shuaiwen Wang, Haolei Weng, Arian Maleki
Does SLOPE outperform bridge regression? CoRR (2019)
Haolei Weng, Arian Maleki
Low noise sensitivity analysis of Lq-minimization in oversampled systems. CoRR (2017)
Le Zheng, Arian Maleki, Haolei Weng, Xiaodong Wang, Teng Long
-Minimization? IEEE Trans. Inf. Theory 63 (11) (2017)
Shuaiwen Wang, Haolei Weng, Arian Maleki
Which bridge estimator is optimal for variable selection? CoRR (2017)
Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang
Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. ISIT (2016)
Haolei Weng, Arian Maleki, Le Zheng
Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques. CoRR (2016)