Haolei Weng

Orcid: 0000-0002-9879-7841

According to our database1, Haolei Weng authored at least 12 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Signal-to-Noise Ratio Aware Minimaxity and Higher-Order Asymptotics.
IEEE Trans. Inf. Theory, May, 2024

Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer Networks.
J. Comput. Graph. Stat., 2023

Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models with Robustness against Adversarial Attacks.
CoRR, 2023

2022
Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models.
CoRR, 2022

2020
Matrix completion with nonconvex regularization: spectral operators and scalable algorithms.
Stat. Comput., 2020

2019
Does SLOPE outperform bridge regression?
CoRR, 2019

2017
Does ℓ<sub>p</sub>-Minimization Outperform ℓ<sub>1</sub>-Minimization?
IEEE Trans. Inf. Theory, 2017

Low noise sensitivity analysis of Lq-minimization in oversampled systems.
CoRR, 2017

Which bridge estimator is optimal for variable selection?
CoRR, 2017

2016
Overcoming The Limitations of Phase Transition by Higher Order Analysis of Regularization Techniques.
CoRR, 2016

Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1.
Proceedings of the IEEE International Symposium on Information Theory, 2016


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