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An improvement of the convergence proof of the ADAM-Optimizer

An improvement of the convergence proof of the ADAM-Optimizer

27 April 2018
Sebastian Bock
Josef Goppold
M. Weiß
ArXivPDFHTML

Papers citing "An improvement of the convergence proof of the ADAM-Optimizer"

10 / 10 papers shown
Title
WMINet: A Wheel-Mounted Inertial Learning Approach For Mobile-Robot Positioning
WMINet: A Wheel-Mounted Inertial Learning Approach For Mobile-Robot Positioning
Gal Versano
Itzik Klein
42
0
0
17 Mar 2025
GeoAdaLer: Geometric Insights into Adaptive Stochastic Gradient Descent
  Algorithms
GeoAdaLer: Geometric Insights into Adaptive Stochastic Gradient Descent Algorithms
Chinedu Eleh
Masuzyo Mwanza
Ekene S. Aguegboh
Hans-Werner van Wyk
21
0
0
25 May 2024
A multi-task learning for cavitation detection and cavitation intensity
  recognition of valve acoustic signals
A multi-task learning for cavitation detection and cavitation intensity recognition of valve acoustic signals
Yufei Sha
J. Faber
S. Gou
Bonnie M. Liu
Wei Li
...
T. Steckenreiter
D. Vnucec
Nadine Wetzstein
A. Widl
Kai Zhou
36
24
0
01 Mar 2022
Simulating Using Deep Learning The World Trade Forecasting of
  Export-Import Exchange Rate Convergence Factor During COVID-19
Simulating Using Deep Learning The World Trade Forecasting of Export-Import Exchange Rate Convergence Factor During COVID-19
Effat Ara Easmin Lucky
Md Mahadi Hasan Sany
Mumenunnesa Keya
M. Rahaman
Umme Habiba Happy
S. Khushbu
Md. Arid Hasan
11
0
0
23 Jan 2022
Extending AdamW by Leveraging Its Second Moment and Magnitude
Extending AdamW by Leveraging Its Second Moment and Magnitude
Guoqiang Zhang
Niwa Kenta
W. Kleijn
8
3
0
09 Dec 2021
p2pGNN: A Decentralized Graph Neural Network for Node Classification in
  Peer-to-Peer Networks
p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks
Emmanouil Krasanakis
Symeon Papadopoulos
I. Kompatsiaris
GNN
16
7
0
29 Nov 2021
On a Conjecture Regarding the Adam Optimizer
On a Conjecture Regarding the Adam Optimizer
Mohamed Akrout
D. Tweed
11
1
0
16 Nov 2021
ARPM-net: A novel CNN-based adversarial method with Markov Random Field
  enhancement for prostate and organs at risk segmentation in pelvic CT images
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images
Zhuangzhuang Zhang
T. Zhao
Hiram Gay
Weixiong Zhang
B. Sun
MedIm
27
29
0
11 Aug 2020
AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with
  Swarm Intelligence
AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence
Rohan Mohapatra
Snehanshu Saha
C. Coello
Anwesh Bhattacharya
S. Dhavala
S. Saha
ODL
18
21
0
19 May 2020
On the Convergence Proof of AMSGrad and a New Version
On the Convergence Proof of AMSGrad and a New Version
Phuong T. Tran
L. T. Phong
ODL
16
87
0
07 Apr 2019
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