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Complexity Guarantees for Polyak Steps with Momentum

Complexity Guarantees for Polyak Steps with Momentum

3 February 2020
Mathieu Barré
Adrien B. Taylor
Alexandre d’Aspremont
ArXivPDFHTML

Papers citing "Complexity Guarantees for Polyak Steps with Momentum"

3 / 3 papers shown
Title
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
Dimitris Oikonomou
Nicolas Loizou
55
4
0
06 Jun 2024
Second-order Conditional Gradient Sliding
Second-order Conditional Gradient Sliding
Alejandro Carderera
S. Pokutta
14
12
0
20 Feb 2020
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
139
1,198
0
16 Aug 2016
1