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2206.03299
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Generalization Error Bounds for Deep Neural Networks Trained by SGD
7 June 2022
Mingze Wang
Chao Ma
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Papers citing
"Generalization Error Bounds for Deep Neural Networks Trained by SGD"
10 / 10 papers shown
Title
Learning Guarantee of Reward Modeling Using Deep Neural Networks
Yuanhang Luo
Yeheng Ge
Ruijian Han
Guohao Shen
71
0
0
10 May 2025
Statistically guided deep learning
Michael Kohler
A. Krzyżak
ODL
BDL
174
0
0
11 Apr 2025
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability
Lijia Yu
Yibo Miao
Yifan Zhu
Xiao-Shan Gao
Lijun Zhang
88
0
0
06 Mar 2025
A Near Complete Nonasymptotic Generalization Theory For Multilayer Neural Networks: Beyond the Bias-Variance Tradeoff
Hao Yu
Xiangyang Ji
AI4CE
75
0
0
03 Mar 2025
Generalization bounds for regression and classification on adaptive covering input domains
Wen-Liang Hwang
67
0
0
29 Jul 2024
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack
Lijia Yu
Shuang Liu
Yibo Miao
Xiao-Shan Gao
Lijun Zhang
AAML
89
7
0
02 Jun 2024
Analysis of the rate of convergence of an over-parametrized convolutional neural network image classifier learned by gradient descent
Michael Kohler
A. Krzyżak
Benjamin Walter
79
1
0
13 May 2024
Improved Generalization Bounds for Communication Efficient Federated Learning
Peyman Gholami
H. Seferoglu
FedML
AI4CE
68
6
0
17 Apr 2024
Toward Understanding Generative Data Augmentation
Chenyu Zheng
Guoqiang Wu
Chongxuan Li
96
31
0
27 May 2023
More Communication Does Not Result in Smaller Generalization Error in Federated Learning
Abdellatif Zaidi
Romain Chor
Milad Sefidgaran
FedML
AI4CE
99
10
0
24 Apr 2023
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