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2410.09766
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Stability and Sharper Risk Bounds with Convergence Rate
O
(
1
/
n
2
)
O(1/n^2)
O
(
1/
n
2
)
13 October 2024
Bowei Zhu
Shaojie Li
Yong Liu
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Papers citing
"Stability and Sharper Risk Bounds with Convergence Rate $O(1/n^2)$"
6 / 6 papers shown
Title
Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints
Shaojie Li
Yong Liu
60
13
0
19 Jul 2021
Stability and Deviation Optimal Risk Bounds with Convergence Rate
O
(
1
/
n
)
O(1/n)
O
(
1/
n
)
Yegor Klochkov
Nikita Zhivotovskiy
58
62
0
22 Mar 2021
Toward Better Generalization Bounds with Locally Elastic Stability
Zhun Deng
Hangfeng He
Weijie J. Su
35
44
0
27 Oct 2020
Hypothesis Set Stability and Generalization
Dylan J. Foster
Spencer Greenberg
Satyen Kale
Haipeng Luo
M. Mohri
Karthik Sridharan
47
35
0
09 Apr 2019
Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron
Sharan Vaswani
Francis R. Bach
Mark Schmidt
75
298
0
16 Oct 2018
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming
Saeed Ghadimi
Guanghui Lan
ODL
120
1,549
0
22 Sep 2013
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