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Nesterov Accelerated Shuffling Gradient Method for Convex Optimization

Nesterov Accelerated Shuffling Gradient Method for Convex Optimization

7 February 2022
Trang H. Tran
K. Scheinberg
Lam M. Nguyen
ArXivPDFHTML

Papers citing "Nesterov Accelerated Shuffling Gradient Method for Convex Optimization"

8 / 8 papers shown
Title
Last Iterate Convergence of Incremental Methods and Applications in
  Continual Learning
Last Iterate Convergence of Incremental Methods and Applications in Continual Learning
Xu Cai
Jelena Diakonikolas
23
5
0
11 Mar 2024
Shuffling Momentum Gradient Algorithm for Convex Optimization
Shuffling Momentum Gradient Algorithm for Convex Optimization
Trang H. Tran
Quoc Tran-Dinh
Lam M. Nguyen
13
1
0
05 Mar 2024
High Probability Guarantees for Random Reshuffling
High Probability Guarantees for Random Reshuffling
Hengxu Yu
Xiao Li
24
2
0
20 Nov 2023
Empirical Risk Minimization with Shuffled SGD: A Primal-Dual Perspective
  and Improved Bounds
Empirical Risk Minimization with Shuffled SGD: A Primal-Dual Perspective and Improved Bounds
Xu Cai
Cheuk Yin Lin
Jelena Diakonikolas
FedML
26
5
0
21 Jun 2023
Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond
Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond
Jaeyoung Cha
Jaewook Lee
Chulhee Yun
14
23
0
13 Mar 2023
On the Convergence to a Global Solution of Shuffling-Type Gradient
  Algorithms
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms
Lam M. Nguyen
Trang H. Tran
19
2
0
13 Jun 2022
New Convergence Aspects of Stochastic Gradient Algorithms
New Convergence Aspects of Stochastic Gradient Algorithms
Lam M. Nguyen
Phuong Ha Nguyen
Peter Richtárik
K. Scheinberg
Martin Takáč
Marten van Dijk
18
65
0
10 Nov 2018
Stochastic Gradient Descent for Non-smooth Optimization: Convergence
  Results and Optimal Averaging Schemes
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes
Ohad Shamir
Tong Zhang
99
571
0
08 Dec 2012
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