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The loss landscape of overparameterized neural networks

The loss landscape of overparameterized neural networks

Y. Cooper
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Papers citing "The loss landscape of overparameterized neural networks"

4 / 4 papers shown
Title
Architecture independent generalization bounds for overparametrized deep ReLU networks
Architecture independent generalization bounds for overparametrized deep ReLU networks
Thomas Chen
Chun-Kai Kevin Chien
Patrícia Muñoz Ewald
Andrew G. Moore
101
0
0
08 Apr 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
62
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
322
4,624
0
10 Nov 2016
Entropy-SGD: Biasing Gradient Descent Into Wide Valleys
Entropy-SGD: Biasing Gradient Descent Into Wide Valleys
Pratik Chaudhari
A. Choromańska
Stefano Soatto
Yann LeCun
Carlo Baldassi
C. Borgs
J. Chayes
Levent Sagun
R. Zecchina
ODL
94
773
0
06 Nov 2016