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Yiwen Kou
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 9
Top Topics
Upper Layer
Convolutional Neural Networks
Regularization Framework
Training Error
Top Venues
CoRR
ICML
NeurIPS
ICLR
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Publications
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Yiwen Kou
,
Zixiang Chen
,
Quanquan Gu
Implicit Bias of Gradient Descent for Two-layer ReLU and Leaky ReLU Networks on Nearly-orthogonal Data.
CoRR
(2023)
Yiwen Kou
,
Zixiang Chen
,
Yuanzhou Chen
,
Quanquan Gu
Benign Overfitting in Two-layer ReLU Convolutional Neural Networks.
ICML
(2023)
Yiwen Kou
,
Zixiang Chen
,
Quanquan Gu
Implicit Bias of Gradient Descent for Two-layer ReLU and Leaky ReLU Networks on Nearly-orthogonal Data.
NeurIPS
(2023)
Yiwen Kou
,
Zixiang Chen
,
Yuan Cao
,
Quanquan Gu
How Does Semi-supervised Learning with Pseudo-labelers Work? A Case Study.
ICLR
(2023)
Yiwen Kou
,
Zixiang Chen
,
Yuanzhou Chen
,
Quanquan Gu
Benign Overfitting for Two-layer ReLU Networks.
CoRR
(2023)
Zixiang Chen
,
Huizhuo Yuan
,
Yongqian Li
,
Yiwen Kou
,
Junkai Zhang
,
Quanquan Gu
Fast Sampling via De-randomization for Discrete Diffusion Models.
CoRR
(2023)
Zixiang Chen
,
Junkai Zhang
,
Yiwen Kou
,
Xiangning Chen
,
Cho-Jui Hsieh
,
Quanquan Gu
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
NeurIPS
(2023)
Zixiang Chen
,
Junkai Zhang
,
Yiwen Kou
,
Xiangning Chen
,
Cho-Jui Hsieh
,
Quanquan Gu
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
CoRR
(2023)
Yiwen Kou
,
Qinyuan Zheng
,
Yisen Wang
Certified Adversarial Robustness Under the Bounded Support Set.
ICML
(2022)