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Understanding Deep Learning Generalization by Maximum Entropy

Understanding Deep Learning Generalization by Maximum Entropy

21 November 2017
Guanhua Zheng
Jitao Sang
Changsheng Xu
ArXiv (abs)PDFHTML

Papers citing "Understanding Deep Learning Generalization by Maximum Entropy"

4 / 4 papers shown
Title
High-entropy Advantage in Neural Networks' Generalizability
High-entropy Advantage in Neural Networks' Generalizability
Entao Yang
Wei Wei
Yue Shang
Ge Zhang
AI4CE
109
0
0
17 Mar 2025
Towards Understanding Generalization of Deep Learning: Perspective of
  Loss Landscapes
Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes
Lei Wu
Zhanxing Zhu
E. Weinan
ODL
67
221
0
30 Jun 2017
Understanding deep learning requires rethinking generalization
Understanding deep learning requires rethinking generalization
Chiyuan Zhang
Samy Bengio
Moritz Hardt
Benjamin Recht
Oriol Vinyals
HAI
351
4,636
0
10 Nov 2016
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
292
591
0
27 Feb 2015
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