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2020 – today
- 2024
[j4]Yilin Guo
, Haolei Weng, Arian Maleki:
Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics. IEEE Trans. Inf. Theory 70(5): 3538-3566 (2024)- [c2]Ye Tian, Haolei Weng, Yang Feng:
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms. ICML 2024 - 2023
- [j3]Sihan Huang, Haolei Weng, Yang Feng:
Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer Networks. J. Comput. Graph. Stat. 32(3): 1170-1184 (2023) - [i7]Ye Tian, Haolei Weng, Yang Feng:
Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models with Robustness against Adversarial Attacks. CoRR abs/2310.15330 (2023) - 2022
- [i6]Ye Tian, Haolei Weng, Yang Feng:
Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models. CoRR abs/2209.15224 (2022) - 2020
- [j2]Rahul Mazumder, Diego Saldana, Haolei Weng:
Matrix completion with nonconvex regularization: spectral operators and scalable algorithms. Stat. Comput. 30(4): 1113-1138 (2020) - [i5]Sihan Huang, Haolei Weng, Yang Feng:
Spectral clustering via adaptive layer aggregation for multi-layer networks. CoRR abs/2012.04646 (2020)
2010 – 2019
- 2019
- [i4]Shuaiwen Wang, Haolei Weng, Arian Maleki:
Does SLOPE outperform bridge regression? CoRR abs/1909.09345 (2019) - 2017
- [j1]Le Zheng, Arian Maleki, Haolei Weng, Xiaodong Wang, Teng Long:
Does ℓp-Minimization Outperform ℓ1-Minimization? IEEE Trans. Inf. Theory 63(11): 6896-6935 (2017) - [i3]Haolei Weng, Arian Maleki:
Low noise sensitivity analysis of Lq-minimization in oversampled systems. CoRR abs/1705.03533 (2017) - [i2]Shuaiwen Wang, Haolei Weng, Arian Maleki:
Which bridge estimator is optimal for variable selection? CoRR abs/1705.08617 (2017) - 2016
- [c1]Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang:
Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. ISIT 2016: 675-679 - [i1]Haolei Weng, Arian Maleki, Le Zheng:
Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques. CoRR abs/1603.07377 (2016)
Coauthor Index
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