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Uniform Stability for First-Order Empirical Risk Minimization

Uniform Stability for First-Order Empirical Risk Minimization

Amit Attia
Tomer Koren
ArXiv (abs)PDFHTML

Papers citing "Uniform Stability for First-Order Empirical Risk Minimization"

5 / 5 papers shown
Title
Convex SGD: Generalization Without Early Stopping
Convex SGD: Generalization Without Early Stopping
Julien Hendrickx
A. Olshevsky
MLTLRM
60
1
0
08 Jan 2024
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization
Liang Zhang
Junchi Yang
Amin Karbasi
Niao He
88
2
0
26 Oct 2023
Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited
Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited
Jinyan Su
Changhong Zhao
Di Wang
68
5
0
31 Mar 2023
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems
Yunwen Lei
37
19
0
14 Jun 2022
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
Liang Zhang
K. K. Thekumparampil
Sewoong Oh
Niao He
92
20
0
01 Jun 2022

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