scholarly journals Nearly Optimal First-Order Methods for Convex Optimization under Gradient Norm Measure: an Adaptive Regularization Approach

2021 ◽  
Author(s):  
Masaru Ito ◽  
Mituhiro Fukuda
Keyword(s):  
Convex Optimization ◽  
Adaptive Regularization ◽  
First Order ◽  
First Order Methods

First-order methods of smooth convex optimization with inexact oracle

2013 ◽  
Vol 146 (1-2) ◽  
pp. 37-75 ◽  
Author(s):  
Olivier Devolder ◽  
François Glineur ◽  
Yurii Nesterov
Keyword(s):  
Convex Optimization ◽  
Smooth Convex ◽  
First Order ◽  
Inexact Oracle ◽  
Smooth Convex Optimization ◽  
First Order Methods

scholarly journals First-Order Methods for Convex Optimization

2021 ◽  
pp. 100015
Author(s):  
Pavel Dvurechensky ◽  
Shimrit Shtern ◽  
Mathias Staudigl
Keyword(s):  
Convex Optimization ◽  
First Order ◽  
First Order Methods

scholarly journals COMPLEXITY OF FIRST-ORDER METHODS FOR DIFFERENTIABLE CONVEX OPTIMIZATION

2014 ◽  
Vol 34 (3) ◽  
pp. 395-419 ◽  
Author(s):  
Clóvis C. Gonzaga ◽  
Elizabeth W. Karas
Keyword(s):  
Convex Optimization ◽  
First Order ◽  
First Order Methods

Runge–Kutta-like scaling techniques for first-order methods in convex optimization

2017 ◽  
Vol 116 ◽  
pp. 256-272
Author(s):  
Federica Porta ◽  
Anastasia Cornelio ◽  
Valeria Ruggiero
Keyword(s):  
Convex Optimization ◽  
First Order ◽  
Runge Kutta ◽  
First Order Methods

scholarly journals Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization

2017 ◽  
Vol 27 (3) ◽  
pp. 1283-1313 ◽  
Author(s):  
Adrien B. Taylor ◽  
Julien M. Hendrickx ◽  
François Glineur
Keyword(s):  
Convex Optimization ◽  
Worst Case ◽  
First Order ◽  
First Order Methods
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