Követés
Hong Hu
Hong Hu
Statistics and Data Science, Wharton School, University of Pennsylvania
E-mail megerősítve itt: wharton.upenn.edu
Cím
Hivatkozott rá
Hivatkozott rá
Év
Universality laws for high-dimensional learning with random features
H Hu, YM Lu
IEEE Transactions on Information Theory 69 (3), 1932-1964, 2022
1832022
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
402022
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
312019
Sharp asymptotics of kernel ridge regression beyond the linear regime
H Hu, YM Lu
arXiv preprint arXiv:2205.06798, 2022
292022
Precise learning curves and higher-order scaling limits for dot product kernel regression
L Xiao, H Hu, T Misiakiewicz, YM Lu, J Pennington
arXiv preprint arXiv:2205.14846, 3, 2022
242022
A solvable high-dimensional model of GAN
C Wang, H Hu, Y Lu
Advances in Neural Information Processing Systems 32, 2019
212019
Asymptotics of random feature regression beyond the linear scaling regime
H Hu, YM Lu, T Misiakiewicz
arXiv preprint arXiv:2403.08160, 2024
172024
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
102024
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
SLOPE for sparse linear regression: Asymptotics and optimal regularization
H Hu, YM Lu
IEEE Transactions on Information Theory 68 (11), 7627-7664, 2022
52022
Regularized Regression in High Dimensions: Asymptotics, Optimality and Universality
H Hu
Harvard University, 2021
22021
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
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
A rendszer jelenleg nem tudja elvégezni a műveletet. Próbálkozzon újra később.
Cikkek 1–14