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A Theoretical Analysis of Noise Geometry in Stochastic Gradient Descent

A Theoretical Analysis of Noise Geometry in Stochastic Gradient Descent

1 October 2023
Mingze Wang
Lei Wu
ArXivPDFHTML

Papers citing "A Theoretical Analysis of Noise Geometry in Stochastic Gradient Descent"

2 / 2 papers shown
Title
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
90
98
0
13 Oct 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
284
2,890
0
15 Sep 2016
1