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Shadowing Properties of Optimization Algorithms

Shadowing Properties of Optimization Algorithms

12 November 2019
Antonio Orvieto
Aurélien Lucchi
ArXivPDFHTML

Papers citing "Shadowing Properties of Optimization Algorithms"

4 / 4 papers shown
Title
Is Learning in Biological Neural Networks based on Stochastic Gradient
  Descent? An analysis using stochastic processes
Is Learning in Biological Neural Networks based on Stochastic Gradient Descent? An analysis using stochastic processes
Sören Christensen
Jan Kallsen
11
1
0
10 Sep 2023
Revisiting the Role of Euler Numerical Integration on Acceleration and
  Stability in Convex Optimization
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization
Peiyuan Zhang
Antonio Orvieto
Hadi Daneshmand
Thomas Hofmann
Roy S. Smith
13
9
0
23 Feb 2021
Continuous-time Models for Stochastic Optimization Algorithms
Continuous-time Models for Stochastic Optimization Algorithms
Antonio Orvieto
Aurélien Lucchi
11
31
0
05 Oct 2018
A Differential Equation for Modeling Nesterov's Accelerated Gradient
  Method: Theory and Insights
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights
Weijie Su
Stephen P. Boyd
Emmanuel J. Candes
105
1,152
0
04 Mar 2015
1