| Combining weighted total variation and deep image prior for natural and medical image restoration via ADMM P Cascarano, A Sebastiani, MC Comes, G Franchini, F Porta 2021 21st International Conference on Computational Science and Its …, 2021 | 40 | 2021 |
| Neural architecture search via standard machine learning methodologies G Franchini, R Valeria, F Porta, L Zanni Mathematics in Engineering 5 (1)), 1-21, 2023 | 19 | 2023 |
| Dct-former: efficient self-attention with discrete cosine transform C Scribano, G Franchini, M Prato, M Bertogna Journal of Scientific Computing 94 (3), 67, 2023 | 11 | 2023 |
| Explainable bilevel optimization: An application to the helsinki deblur challenge S Bonettini, G Franchini, D Pezzi, M Prato arXiv preprint arXiv:2210.10050, 2022 | 11 | 2022 |
| Ritz-like values in steplength selections for stochastic gradient methods G Franchini, V Ruggiero, L Zanni Soft Computing 24 (23), 17573-17588, 2020 | 10 | 2020 |
| Constrained and unconstrained deep image prior optimization models with automatic regularization P Cascarano, G Franchini, E Kobler, F Porta, A Sebastiani Computational Optimization and Applications 84 (1), 125-149, 2023 | 9 | 2023 |
| Steplength and mini-batch size selection in stochastic gradient methods G Franchini, V Ruggiero, L Zanni International Conference on Machine Learning, Optimization, and Data Science …, 2020 | 9 | 2020 |
| On the steplength selection in stochastic gradient methods G Franchini, V Ruggiero, L Zanni International Conference on Numerical Computations: Theory and Algorithms …, 2019 | 8 | 2019 |
| Artificial Neural Networks: the missing link between curiosity and accuracy G Franchini, P Burgio, L Zanni Intelligent Systems Design and Applications: 18th International Conference …, 2020 | 7 | 2020 |
| A line search based proximal stochastic gradient algorithm with dynamical variance reduction G Franchini, F Porta, V Ruggiero, I Trombini Journal of Scientific Computing 94 (1), 23, 2023 | 6 | 2023 |
| On the first-order optimization methods in deep image prior P Cascarano, G Franchini, F Porta, A Sebastiani Journal of Verification, Validation and Uncertainty Quantification 7 (4), 041002, 2022 | 6 | 2022 |
| Machine learning and non-affective psychosis: identification, differential diagnosis, and treatment M Ferrara, G Franchini, M Funaro, M Cutroni, B Valier, T Toffanin, ... Current Psychiatry Reports 24 (12), 925-936, 2022 | 5 | 2022 |
| Deep image prior for medical image denoising, a study about parameter initialization D Sapienza, G Franchini, E Govi, M Bertogna, M Prato Frontiers in Applied Mathematics and Statistics 8, 995225, 2022 | 5 | 2022 |
| All you can embed: Natural language based vehicle retrieval with spatio-temporal transformers C Scribano, D Sapienza, G Franchini, M Verucchi, M Bertogna Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 5 | 2021 |
| Mise en abyme with artificial intelligence: how to predict the accuracy of NN, applied to hyper-parameter tuning G Franchini, M Galinier, M Verucchi Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020 | 4 | 2020 |
| Learning rate selection in stochastic gradient methods based on line search strategies G Franchini, F Porta, V Ruggiero, I Trombini, L Zanni Applied Mathematics in Science and Engineering 31 (1), 2164000, 2023 | 3 | 2023 |
| Learning the Image Prior by Unrolling an Optimization Method S Bonettini, G Franchini, D Pezzi, M Prato 2022 30th European Signal Processing Conference (EUSIPCO), 952-956, 2022 | 3 | 2022 |
| Sex differences in schizophrenia-spectrum diagnoses: results from a 30-year health record registry M Ferrara, EMA Curtarello, E Gentili, I Domenicano, L Vecchioni, R Zese, ... Archives of Women's Mental Health 27 (1), 11-20, 2024 | 2 | 2024 |
| Machine learning from real data: A mental health registry case study E Gentili, G Franchini, R Zese, M Alberti, M Ferrara, I Domenicano, ... Computer Methods and Programs in Biomedicine Update 5, 100132, 2024 | 2 | 2024 |
| Machine Learning For Mental Health: Focus on Affective and Nonaffective Psychosis M Ferrara, G Franchini, M Funaro, MB Murri, T Toffanin, L Zerbinati, ... Incorporating AI Technology in the Service Sector, 239-258, 2023 | 2 | 2023 |
