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Almost sure convergence rates of stochastic gradient methods under gradient domination

Almost sure convergence rates of stochastic gradient methods under gradient domination

22 May 2024
Simon Weissmann
Sara Klein
Waïss Azizian
Leif Döring
ArXivPDFHTML

Papers citing "Almost sure convergence rates of stochastic gradient methods under gradient domination"

3 / 3 papers shown
Title
Convergence of stochastic gradient descent schemes for
  Lojasiewicz-landscapes
Convergence of stochastic gradient descent schemes for Lojasiewicz-landscapes
Steffen Dereich
Sebastian Kassing
26
27
0
16 Feb 2021
New Convergence Aspects of Stochastic Gradient Algorithms
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
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition
Hamed Karimi
J. Nutini
Mark W. Schmidt
119
1,198
0
16 Aug 2016
1