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DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent
  Method

DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method

25 May 2023
Ahmed Khaled
Konstantin Mishchenko
Chi Jin
    ODL
ArXivPDFHTML

Papers citing "DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method"

7 / 7 papers shown
Title
A simple uniformly optimal method without line search for convex
  optimization
A simple uniformly optimal method without line search for convex optimization
Tianjiao Li
Guanghui Lan
19
20
0
16 Oct 2023
Adaptive Proximal Gradient Method for Convex Optimization
Adaptive Proximal Gradient Method for Convex Optimization
Yura Malitsky
Konstantin Mishchenko
16
21
0
04 Aug 2023
Convergence of Adam Under Relaxed Assumptions
Convergence of Adam Under Relaxed Assumptions
Haochuan Li
Alexander Rakhlin
Ali Jadbabaie
29
53
0
27 Apr 2023
Noise Is Not the Main Factor Behind the Gap Between SGD and Adam on
  Transformers, but Sign Descent Might Be
Noise Is Not the Main Factor Behind the Gap Between SGD and Adam on Transformers, but Sign Descent Might Be
Frederik Kunstner
Jacques Chen
J. Lavington
Mark W. Schmidt
40
66
0
27 Apr 2023
On the Convergence of AdaGrad(Norm) on $\R^{d}$: Beyond Convexity,
  Non-Asymptotic Rate and Acceleration
On the Convergence of AdaGrad(Norm) on Rd\R^{d}Rd: Beyond Convexity, Non-Asymptotic Rate and Acceleration
Zijian Liu
Ta Duy Nguyen
Alina Ene
Huy Le Nguyen
31
7
0
29 Sep 2022
Understanding Gradient Descent on Edge of Stability in Deep Learning
Understanding Gradient Descent on Edge of Stability in Deep Learning
Sanjeev Arora
Zhiyuan Li
A. Panigrahi
MLT
75
88
0
19 May 2022
Carbon Emissions and Large Neural Network Training
Carbon Emissions and Large Neural Network Training
David A. Patterson
Joseph E. Gonzalez
Quoc V. Le
Chen Liang
Lluís-Miquel Munguía
D. Rothchild
David R. So
Maud Texier
J. Dean
AI4CE
239
642
0
21 Apr 2021
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