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Hung-Hsu Chou
Hung-Hsu Chou
University of Pittsburgh
在 ucla.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank
HH Chou, C Gieshoff, J Maly, H Rauhut
Applied and Computational Harmonic Analysis, 2023
462023
More is less: inducing sparsity via overparameterization
HH Chou, J Maly, H Rauhut
Information and Inference: A Journal of the IMA 12 (3), iaad012, 2023
272023
Neural (tangent kernel) collapse
M Seleznova, D Weitzner, R Giryes, G Kutyniok, HH Chou
Advances in Neural Information Processing Systems 36, 2024
152024
Weighted optimization: better generalization by smoother interpolation
Y Xie, R Ward, H Rauhut, HH Chou
arXiv preprint arXiv:2006.08495, 2020
112020
Optimal correlation estimators for quantized signals
MD Johnson, HH Chou, CR Gwinn
The Astrophysical Journal 765 (2), 135, 2013
82013
Non-negative least squares via overparametrization
HH Chou, J Maly, CM Verdun
arXiv preprint arXiv:2207.08437, 2022
72022
Robust implicit regularization via weight normalization
HH Chou, H Rauhut, R Ward
Information and Inference: A Journal of the IMA 13 (3), iaae022, 2024
62024
How to induce regularization in generalized linear models: A guide to reparametrizing gradient flow
HH Chou, J Maly, D Stöger
arXiv preprint arXiv:2308.04921, 2023
32023
Overparameterization and generalization error: weighted trigonometric interpolation
Y Xie, HH Chou, H Rauhut, R Ward
SIAM Journal on Mathematics of Data Science 4 (2), 885-908, 2022
32022
Accuracy, efficiency and optimization of signal fragmentation
R Caflisch, HH Chou, JW Siegel
Multiscale Modeling & Simulation 18 (2), 737-757, 2020
22020
Efficient Frame Projection of Amplitude-Modulated Signals
R Caflisch, HH Chou, J Siegel
alM 50, 0, 2018
22018
Optimization of Signal Segmentation, Signal Recovery, and Limited Current
HH Chou
University of California, Los Angeles, 2019
2019
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