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The critical locus of overparameterized neural networks
v1v2 (latest)

The critical locus of overparameterized neural networks

8 May 2020
Y. Cooper
    UQCV
ArXiv (abs)PDFHTML

Papers citing "The critical locus of overparameterized neural networks"

5 / 5 papers shown
Non-Singularity of the Gradient Descent map for Neural Networks with Piecewise Analytic Activations
Non-Singularity of the Gradient Descent map for Neural Networks with Piecewise Analytic Activations
Alexandru Crăciun
Debarghya Ghoshdastidar
MLT
141
0
0
28 Oct 2025
How regularization affects the geometry of loss functions
How regularization affects the geometry of loss functions
N. Bottman
And Y. COOPER
Antonio Lerario
AI4CE
255
2
0
28 Jul 2023
On the Omnipresence of Spurious Local Minima in Certain Neural Network
  Training Problems
On the Omnipresence of Spurious Local Minima in Certain Neural Network Training ProblemsConstructive approximation (Constr. Approx.), 2022
C. Christof
Julia Kowalczyk
398
10
0
23 Feb 2022
What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
Zhiyuan Li
Tianhao Wang
Sanjeev Arora
MLT
475
119
0
13 Oct 2021
Geometry of the Loss Landscape in Overparameterized Neural Networks:
  Symmetries and Invariances
Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and InvariancesInternational Conference on Machine Learning (ICML), 2021
Berfin cSimcsek
François Ged
Arthur Jacot
Francesco Spadaro
Clément Hongler
W. Gerstner
Johanni Brea
AI4CE
362
132
0
25 May 2021
1
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