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Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data

Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data

Shuai Zheng
James T. Kwok
ArXiv (abs)PDFHTML

Papers citing "Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data"

3 / 3 papers shown
Title
Demystifying SGD with Doubly Stochastic Gradients
Demystifying SGD with Doubly Stochastic Gradients
Kyurae Kim
Joohwan Ko
Yian Ma
Jacob R. Gardner
147
2
0
03 Jun 2024
A Generic Acceleration Framework for Stochastic Composite Optimization
A Generic Acceleration Framework for Stochastic Composite Optimization
A. Kulunchakov
Julien Mairal
105
43
0
03 Jun 2019
Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise
Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise
A. Kulunchakov
Julien Mairal
109
45
0
25 Jan 2019

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