متابعة
Hong Hu
Hong Hu
Statistics and Data Science, Wharton School, University of Pennsylvania
بريد إلكتروني تم التحقق منه على wharton.upenn.edu
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Universality laws for high-dimensional learning with random features
H Hu, YM Lu
IEEE Transactions on Information Theory 69 (3), 1932-1964, 2022
1232022
Asymptotics and optimal designs of SLOPE for sparse linear regression
H Hu, YM Lu
2019 IEEE International Symposium on Information Theory (ISIT), 375-379, 2019
292019
Sharp asymptotics of kernel ridge regression beyond the linear regime
H Hu, YM Lu
arXiv preprint arXiv:2205.06798, 2022
172022
Precise learning curves and higher-order scalings for dot-product kernel regression
L Xiao, H Hu, T Misiakiewicz, Y Lu, J Pennington
Advances in Neural Information Processing Systems 35, 4558-4570, 2022
162022
A solvable high-dimensional model of GAN
C Wang, H Hu, Y Lu
Advances in Neural Information Processing Systems 32, 2019
132019
An area state-aided indoor localization algorithm and its implementation
K Zhang, H Hu, W Dai, Y Shen, MZ Win
2015 IEEE International Conference on Communication Workshop (ICCW), 736-741, 2015
10*2015
Homophily modulates double descent generalization in graph convolution networks
C Shi, L Pan, H Hu, I Dokmanić
Proceedings of the National Academy of Sciences 121 (8), e2309504121, 2024
3*2024
SLOPE for sparse linear regression: asymptotics and optimal regularization
H Hu, YM Lu
IEEE Transactions on Information Theory 68 (11), 7627-7664, 2022
32022
The limiting poisson law of massive MIMO detection with box relaxation
H Hu, YM Lu
IEEE Journal on Selected Areas in Information Theory 1 (3), 695-704, 2020
22020
Regularized Regression in High Dimensions: Asymptotics, Optimality and Universality
H Hu
Harvard University, 2021
12021
Asymptotics of Random Feature Regression Beyond the Linear Scaling Regime
H Hu, YM Lu, T Misiakiewicz
arXiv preprint arXiv:2403.08160, 2024
2024
Online Power Iteration For Subspace Estimation Under Incomplete Observations: Limiting Dynamics And Phase Transitions
H Hu, YM Lu
2018 IEEE Statistical Signal Processing Workshop (SSP), 851-855, 2018
2018
Resource Allocation for Mobile Sensing in Wireless Networks
H Hu, Y Shen
2016 IEEE Global Communications Conference (GLOBECOM), 1-6, 2016
2016
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مقالات 1–13