Thresholding Procedure via Barzilai-Borwein Rules for the Steplength Selection in Stochastic Gradient Methods. - Giorgia Franchini; Valeria Ruggiero; Ilaria Trombini (LOD, 2021)

Line Search Stochastic Gradient Algorithm with A-priori Rule for Monitoring the Control of the Variance. - Giorgia Franchini; Federica Porta; Valeria Ruggiero; Ilaria Trombini; Luca Zanni (NUMTA (1), 2023)

Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like Methods. - Giorgia Franchini; Federica Porta; Valeria Ruggiero; Ilaria Trombini; Luca Zanni (OLA, 2023)

A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction. - Giorgia Franchini; Federica Porta; Valeria Ruggiero; Ilaria Trombini (J. Sci. Comput., 2023)

Correction to: A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction. - Giorgia Franchini; Federica Porta; Valeria Ruggiero; Ilaria Trombini (J. Sci. Comput., 2023)

A stochastic gradient method with variance control and variable learning rate for Deep Learning. - Giorgia Franchini; Federica Porta; Valeria Ruggiero; Ilaria Trombini; Luca Zanni (J. Comput. Appl. Math., 2024)

Spectral stochastic gradient method with additional sampling for finite and infinite sums. - Natasa Krklec Jerinkic; Valeria Ruggiero; Ilaria Trombini (Comput. Optim. Appl., 2025)