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Learning rate selection in stochastic gradient methods based on line search strategies
by
Franchini, Giorgia
,
Porta, Federica
,
Ruggiero, Valeria
,
Trombini
,
Ilaria
,
Zanni, Luca
Published in
Applied mathematics in science and engineering
(31.12.2023)
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A stochastic gradient method with variance control and variable learning rate for Deep Learning
by
Franchini, Giorgia
,
Porta, Federica
,
Ruggiero, Valeria
,
Trombini
,
Ilaria
,
Zanni, Luca
Published in
Journal of computational and applied mathematics
(01.12.2024)
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A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction
by
Franchini, Giorgia
,
Porta, Federica
,
Ruggiero, Valeria
,
Trombini
,
Ilaria
Published in
Journal of scientific computing
(2023)
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Correction to: A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction
by
Franchini, Giorgia
,
Porta, Federica
,
Ruggiero, Valeria
,
Trombini
,
Ilaria
Published in
Journal of scientific computing
(01.08.2023)
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Thresholding Procedure via Barzilai-Borwein Rules for the Steplength Selection in Stochastic Gradient Methods
by
Franchini, Giorgia
,
Ruggiero, Valeria
,
Trombini
,
Ilaria
Published in
Machine Learning, Optimization, and Data Science
(2022)
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