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Porta, Federica
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1

A variable metric proximal stochastic gradient method: An a..:

Cascarano, Pasquale ; Franchini, Giorgia ; Kobler, Erich..
EURO Journal on Computational Optimization.  12 (2024)  - p. 100088 , 2024
Link: https://doi.org/10.1016/..
 
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2

A stochastic gradient method with variance control and vari..:

Franchini, Giorgia ; Porta, Federica ; Ruggiero, Valeria..
Journal of Computational and Applied Mathematics.  451 (2024)  - p. 116083 , 2024
Link: https://doi.org/10.1016/..
 
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3

Learning rate selection in stochastic gradient methods base..:

Franchini, Giorgia ; Porta, Federica ; Ruggiero, Valeria..
Applied Mathematics in Science and Engineering.  31 (2023)  1 - p. , 2023
Link: https://doi.org/10.1080/..
 
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4

Piece-wise Constant Image Segmentation with a Deep Image Pr..:

, In: Lecture Notes in Computer Science; Scale Space and Variational Methods in Computer Vision,
Benfenati, Alessandro ; Catozzi, Ambra ; Franchini, Giorgia. - p. 352-362 , 2023
Link: https://doi.org/10.1007/..
 
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5

Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like..:

, In: Communications in Computer and Information Science; Optimization and Learning,
Franchini, Giorgia ; Porta, Federica ; Ruggiero, Valeria.. - p. 21-35 , 2023
Link: https://doi.org/10.1007/..
 
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6

Correction to: A Line Search Based Proximal Stochastic Grad..:

Franchini, Giorgia ; Porta, Federica ; Ruggiero, Valeria.
Journal of Scientific Computing.  96 (2023)  2 - p. , 2023
Link: https://doi.org/10.1007/..
 
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7

On the convergence properties of scaled gradient projection..:

Crisci, Serena ; Porta, Federica ; Ruggiero, Valeria.
ANNALI DELL'UNIVERSITA' DI FERRARA.  68 (2022)  2 - p. 521-554 , 2022
Link: https://doi.org/10.1007/..
 
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8

A Line Search Based Proximal Stochastic Gradient Algorithm ..:

Franchini, Giorgia ; Porta, Federica ; Ruggiero, Valeria.
Journal of Scientific Computing.  94 (2022)  1 - p. , 2022
Link: https://doi.org/10.1007/..
 
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9

Constrained and unconstrained deep image prior optimization..:

Cascarano, Pasquale ; Franchini, Giorgia ; Kobler, Erich..
Computational Optimization and Applications.  84 (2022)  1 - p. 125-149 , 2022
Link: https://doi.org/10.1007/..
 
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10

Neural network-based classification of ENG recordings in re..:

, In: Proceedings of the 9th ACM International Conference on Nanoscale Computing and Communication,
Coviello, Antonio ; Porta, Federica ; Magarini, Maurizio. - p. 1-7 , 2022
Link: https://dl.acm.org/doi/1..
 
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11

Biomedical Image Classification via Dynamically Early Stopp..:

Franchini, Giorgia ; Verucchi, Micaela ; Catozzi, Ambra..
Algorithms.  15 (2022)  10 - p. 386 , 2022
Link: https://doi.org/10.3390/..
 
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12

Hybrid limited memory gradient projection methods for box-c..:

Crisci, Serena ; Porta, Federica ; Ruggiero, Valeria.
Computational Optimization and Applications.  84 (2022)  1 - p. 151-189 , 2022
Link: https://doi.org/10.1007/..
 
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13

Combining Weighted Total Variation and Deep Image Prior for..:

, In: 2021 21st International Conference on Computational Science and Its Applications (ICCSA),
Cascarano, Pasquale ; Sebastiani, Andrea ; Comes, Maria Colomba.. - p. 39-46 , 2021
Link: https://doi.org/10.1109/..
 
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14

Spectral Properties of Barzilai--Borwein Rules in Solving S..:

Crisci, Serena ; Porta, Federica ; Ruggiero, Valeria.
SIAM Journal on Optimization.  30 (2020)  2 - p. 1300-1326 , 2020
Link: https://doi.org/10.1137/..
 
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15

A Limited Memory Gradient Projection Method for Box-Constra..:

, In: Lecture Notes in Computer Science; Numerical Computations: Theory and Algorithms,
Crisci, Serena ; Porta, Federica ; Ruggiero, Valeria. - p. 161-176 , 2020
Link: https://doi.org/10.1007/..
 
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