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2405.13592
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Almost sure convergence rates of stochastic gradient methods under gradient domination
22 May 2024
Simon Weissmann
Sara Klein
Waïss Azizian
Leif Döring
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Papers citing
"Almost sure convergence rates of stochastic gradient methods under gradient domination"
4 / 4 papers shown
Title
Polyak's Heavy Ball Method Achieves Accelerated Local Rate of Convergence under Polyak-Lojasiewicz Inequality
Sebastian Kassing
Simon Weissmann
21
1
0
22 Oct 2024
Convergence of stochastic gradient descent schemes for Lojasiewicz-landscapes
Steffen Dereich
Sebastian Kassing
28
27
0
16 Feb 2021
New Convergence Aspects of Stochastic Gradient Algorithms
Lam M. Nguyen
Phuong Ha Nguyen
Peter Richtárik
K. Scheinberg
Martin Takáč
Marten van Dijk
23
65
0
10 Nov 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
1