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1802.06903
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Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization
19 February 2018
Yi Zhou
Yingbin Liang
Huishuai Zhang
MLT
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Papers citing
"Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization"
5 / 5 papers shown
Title
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods
Han Nguyen
Hai Pham
Sashank J. Reddi
Barnabás Póczos
ODL
AI4CE
17
2
0
08 Nov 2022
Stability and Generalization for Markov Chain Stochastic Gradient Methods
Puyu Wang
Yunwen Lei
Yiming Ying
Ding-Xuan Zhou
16
18
0
16 Sep 2022
Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints
Shaojie Li
Yong Liu
20
13
0
19 Jul 2021
Stagewise Training Accelerates Convergence of Testing Error Over SGD
Zhuoning Yuan
Yan Yan
R. L. Jin
Tianbao Yang
47
11
0
10 Dec 2018
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition
Hamed Karimi
J. Nutini
Mark W. Schmidt
139
1,199
0
16 Aug 2016
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