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2408.01839
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Complexity of Minimizing Projected-Gradient-Dominated Functions with Stochastic First-order Oracles
3 August 2024
Saeed Masiha
Saber Salehkaleybar
Niao He
Negar Kiyavash
Patrick Thiran
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Papers citing
"Complexity of Minimizing Projected-Gradient-Dominated Functions with Stochastic First-order Oracles"
3 / 3 papers shown
Title
Almost sure convergence rates of stochastic gradient methods under gradient domination
Simon Weissmann
Sara Klein
Waïss Azizian
Leif Döring
39
3
0
22 May 2024
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function
Saeed Masiha
Saber Salehkaleybar
Niao He
Negar Kiyavash
Patrick Thiran
87
18
0
25 May 2022
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