Ilaria Trombini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Stochastic Gradient

Top Venues

J. Sci. Comput.

J. Comput. Appl. Math.

Publications

Giorgia Franchini, Federica Porta, Valeria Ruggiero, Ilaria Trombini, Luca Zanni
A stochastic gradient method with variance control and variable learning rate for Deep Learning. J. Comput. Appl. Math. 451 (2024)
Giorgia Franchini, Federica Porta, Valeria Ruggiero, Ilaria Trombini
Correction to: A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction. J. Sci. Comput. 96 (2) (2023)
Giorgia Franchini, Federica Porta, Valeria Ruggiero, Ilaria Trombini
A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction. J. Sci. Comput. 94 (1) (2023)
Giorgia Franchini, Federica Porta, Valeria Ruggiero, Ilaria Trombini, Luca Zanni
Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like Methods. OLA (2023)
Giorgia Franchini, Valeria Ruggiero, Ilaria Trombini
Thresholding Procedure via Barzilai-Borwein Rules for the Steplength Selection in Stochastic Gradient Methods. LOD (2021)