TROMBINI, ILARIA
TROMBINI, ILARIA
Dipartimento di Scienze Matematiche, Fisiche e Informatiche
A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction
2023-01-01 Franchini, G.; Porta, F.; Ruggiero, V.; Trombini, I.
A stochastic gradient method with variance control and variable learning rate for Deep Learning
2024-01-01 Franchini, G.; Porta, F.; Ruggiero, V.; Trombini, I.; Zanni, L.
Correction to: A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction
2023-01-01 Franchini, Giorgia; Porta, Federica; Ruggiero, Valeria; Trombini, Ilaria
Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like Methods
2023-01-01 Franchini, G.; Porta, F.; Ruggiero, V.; Trombini, I.; Zanni, L.
Learning rate selection in stochastic gradient methods based on line search strategies
2023-01-01 Franchini, G.; Porta, F.; Ruggiero, V.; Trombini, I.; Zanni, L.
Line Search Stochastic Gradient Algorithm with A-priori Rule for Monitoring the Control of the Variance
2025-01-01 Franchini, G.; Porta, F.; Ruggiero, V.; Trombini, I.; Zanni, L.
Spectral stochastic gradient method with additional sampling for finite and infinite sums
2025-01-01 Krklec Jerinkić, Nataša; Ruggiero, Valeria; Trombini, Ilaria
Thresholding Procedure via Barzilai-Borwein Rules for the Steplength Selection in Stochastic Gradient Methods
2022-01-01 Franchini, G.; Ruggiero, V.; Trombini, I.