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Do highly over-parameterized neural networks generalize since bad
  solutions are rare?

Do highly over-parameterized neural networks generalize since bad solutions are rare?

7 November 2022
Julius Martinetz
T. Martinetz
ArXivPDFHTML

Papers citing "Do highly over-parameterized neural networks generalize since bad solutions are rare?"

3 / 3 papers shown
Title
Rethinking generalization of classifiers in separable classes scenarios
  and over-parameterized regimes
Rethinking generalization of classifiers in separable classes scenarios and over-parameterized regimes
Julius Martinetz
C. Linse
Thomas Martinetz
26
0
0
22 Oct 2024
Stability and Generalization Analysis of Gradient Methods for Shallow
  Neural Networks
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Yunwen Lei
Rong Jin
Yiming Ying
MLT
37
18
0
19 Sep 2022
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
119
577
0
27 Feb 2015
1