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On the Influence of Momentum Acceleration on Online Learning

On the Influence of Momentum Acceleration on Online Learning

14 March 2016
Kun Yuan
Bicheng Ying
Ali H. Sayed
ArXivPDFHTML

Papers citing "On the Influence of Momentum Acceleration on Online Learning"

7 / 7 papers shown
Title
Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum
Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum
H. Cai
Sulaiman A. Alghunaim
Ali H.Sayed
43
1
0
18 Jun 2024
Tradeoffs between convergence rate and noise amplification for
  momentum-based accelerated optimization algorithms
Tradeoffs between convergence rate and noise amplification for momentum-based accelerated optimization algorithms
Hesameddin Mohammadi
Meisam Razaviyayn
Mihailo R. Jovanović
18
7
0
24 Sep 2022
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient
  Methods for Deep Network Training
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training
A. Robles-Kelly
A. Nazari
ODL
32
3
0
27 May 2022
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
Trang H. Tran
K. Scheinberg
Lam M. Nguyen
40
11
0
07 Feb 2022
Does Momentum Help? A Sample Complexity Analysis
Does Momentum Help? A Sample Complexity Analysis
Swetha Ganesh
Rohan Deb
Gugan Thoppe
A. Budhiraja
16
2
0
29 Oct 2021
Training Deep Neural Networks with Adaptive Momentum Inspired by the
  Quadratic Optimization
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization
Tao Sun
Huaming Ling
Zuoqiang Shi
Dongsheng Li
Bao Wang
ODL
22
13
0
18 Oct 2021
Demon: Improved Neural Network Training with Momentum Decay
Demon: Improved Neural Network Training with Momentum Decay
John Chen
Cameron R. Wolfe
Zhaoqi Li
Anastasios Kyrillidis
ODL
24
15
0
11 Oct 2019
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