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On the Noisy Gradient Descent that Generalizes as SGD

On the Noisy Gradient Descent that Generalizes as SGD

18 June 2019
Jingfeng Wu
Wenqing Hu
Haoyi Xiong
Jun Huan
Vladimir Braverman
Zhanxing Zhu
    MLT
ArXivPDFHTML

Papers citing "On the Noisy Gradient Descent that Generalizes as SGD"

4 / 4 papers shown
Title
Revisiting the Noise Model of Stochastic Gradient Descent
Revisiting the Noise Model of Stochastic Gradient Descent
Barak Battash
Ofir Lindenbaum
27
9
0
05 Mar 2023
Disentangling the Mechanisms Behind Implicit Regularization in SGD
Disentangling the Mechanisms Behind Implicit Regularization in SGD
Zachary Novack
Simran Kaur
Tanya Marwah
Saurabh Garg
Zachary Chase Lipton
FedML
27
2
0
29 Nov 2022
Shift-Curvature, SGD, and Generalization
Shift-Curvature, SGD, and Generalization
Arwen V. Bradley
C. Gomez-Uribe
Manish Reddy Vuyyuru
27
2
0
21 Aug 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp
  Minima
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
N. Keskar
Dheevatsa Mudigere
J. Nocedal
M. Smelyanskiy
P. T. P. Tang
ODL
281
2,889
0
15 Sep 2016
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