scholarly journals Self-Tuned Mirror Descent Schemes for Smooth and Nonsmooth High-Dimensional Stochastic Optimization

2019 ◽  
Vol 64 (10) ◽  
pp. 4377-4384 ◽  
Author(s):  
Nahidsadat Majlesinasab ◽  
Farzad Yousefian ◽  
Arash Pourhabib
Keyword(s):  
Stochastic Optimization ◽  
High Dimensional ◽  
Mirror Descent

Preservation of Additive Convexity and Its Applications in Stochastic Optimization Problems

2021 ◽  
Author(s):  
Xiting Gong ◽  
Tong Wang
Keyword(s):  
Stochastic Optimization ◽  
Optimization Problems ◽  
High Dimensional ◽  
Value Functions

Preservation Results for Proving Additively Convex Value Functions for High-Dimensional Stochastic Optimization Problems

Primal–Dual Mirror Descent Method for Constraint Stochastic Optimization Problems

2018 ◽  
Vol 58 (11) ◽  
pp. 1728-1736 ◽  
Author(s):  
A. S. Bayandina ◽  
A. V. Gasnikov ◽  
E. V. Gasnikova ◽  
S. V. Matsievskii
Keyword(s):  
Stochastic Optimization ◽  
Optimization Problems ◽  
Descent Method ◽  
Mirror Descent Method ◽  
Mirror Descent ◽  
Primal Dual

scholarly journals Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method

2019 ◽  
Vol 80 (9) ◽  
pp. 1607-1627 ◽  
Author(s):  
A. V. Nazin ◽  
A. S. Nemirovsky ◽  
A. B. Tsybakov ◽  
A. B. Juditsky
Keyword(s):  
Stochastic Optimization ◽  
Descent Method ◽  
Mirror Descent Method ◽  
Mirror Descent
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