https://jmlr.org/papers/v25/21-0264.html
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction
finite sum
https://jmlr.org/papers/v26/24-0891.html
A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization
a newfinite sumrandommethod
https://openreview.net/forum?id=AUeTkSymOq
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with...
In practical distributed systems, workers are typically not homogeneous, and due to differences in hardware configurations and network conditions, can have...
https://arxiv.org/abs/2107.03129
[2107.03129] A stochastic first-order trust-region method with inexact restoration for finite-sum...
Abstract page for arXiv paper 2107.03129: A stochastic first-order trust-region method with inexact restoration for finite-sum minimization