Betti, Alessandro
Betti, Alessandro
I.M.T. (Istituzioni, Mercati, Tecnologie) Alti Studi
A constrained-based approach to machine learning
2018 Betti, Alessandro; Gori, Marco; Marra, Giuseppe
A free boundary singular transport equation as a formal limit of a discrete dynamical system
2024 Bellettini, Giovanni; Betti, Alessandro; Paolini, Maurizio
A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning
2024 Betti, Alessandro; Ciravegna, Gabriele; Gori, Marco; Melacci, Stefano; Mottin, Kevin; Precioso, Frédéric
Back to recurrent processing at the crossroad of transformers and state-space models
2025 Tiezzi, Matteo; Casoni, Michele; Betti, Alessandro; Guidi, Tommaso; Gori, Marco; Melacci, Stefano
Bridging continual learning of motion and self-supervised representations
2024 Tiezzi, Marco; Marullo, Simone; Betti, Alessandro; Casoni, Michele; Melacci, Stefano
Cognitive Action Laws: The Case of Visual Features
2019 Betti, Alessandro; Gori, Marco; Melacci, Stefano
Continual learning through Hamilton equations
2022 Betti, Alessandro; Faggi, Lapo; Gori, Marco; Tiezzi, Matteo; Marullo, Simone; Meloni, Enrico; Melacci, Stefano
Continual unsupervised learning for optical flow estimation with deep networks
2022 Marullo, S.; Tiezzi, M.; Betti, A.; Faggi, L.; Meloni, E.; Melacci, S.
Developing constrained neural units over time
2020 Betti, Alessandro; Gori, Marco; Marullo, Simone; Melacci, Stefano
Evaluating continual learning algorithms by generating 3D virtual environments
2022 Meloni, Enrico; Betti, Alessandro; Faggi, Lapo; Marullo, Simone; Tiezzi, Matteo; Melacci, Stefano
Focus of attention improves information transfer in visual features
2020 Tiezzi, M.; Melacci, S.; Betti, A.; Maggini, M.; Gori, M.
Foveated neural computation
2023 Tiezzi, Matteo; Marullo, Simone; Betti, Alessandro; Meloni, Enrico; Faggi, Lapo; Gori, Marco; Melacci, Stefano
Knowledge-driven active learning
2023 Ciravegna, Gabriele; Precioso, Frédéric; Betti, Alessandro; Mottin, Kevin; Gori, Marco
Large-N CP(N-1) sigma model on a finite interval and the renormalized string energy
2018 Betti, Alessandro; Bolognesi, Stefano; Gudnason, Sven Bjarke; Konishi, Kenichi; Ohashi, Keisuke
Learning activation functions by means of kernel based neural networks
2019 Marra, Giuseppe; Zanca, Dario; Betti, Alessandro; Gori, Marco
Learning visual features under motion invariance
2020 Betti, Alessandro; Gori, Marco; Melacci, Stefano
Least action principles and well-posed learning problems
2019 Betti, Alessandro; Gori, Marco
Local propagation of visual stimuli in focus of attention
2023 Faggi, Lapo; Betti, Alessandro; Zanca, Dario; Melacci, Stefano; Gori, Marco
Nature-inspired local propagation
2024 Betti, Alessandro; Gori, Marco
Neural time-reversed generalized Riccati equation
2024 Betti, Alessandro; Casoni, Michele; Gori, Marco; Marullo, Simone; Melacci, Stefano; Tiezzi, Matteo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A constrained-based approach to machine learning | 1-gen-2018 | Betti, Alessandro; Gori, Marco; Marra, Giuseppe | |
| A free boundary singular transport equation as a formal limit of a discrete dynamical system | 1-gen-2024 | Bellettini, Giovanni; Betti, Alessandro; Paolini, Maurizio | |
| A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning | 1-gen-2024 | Betti, Alessandro; Ciravegna, Gabriele; Gori, Marco; Melacci, Stefano; Mottin, Kevin; Precioso, Frédéric | |
| Back to recurrent processing at the crossroad of transformers and state-space models | 1-gen-2025 | Tiezzi, Matteo; Casoni, Michele; Betti, Alessandro; Guidi, Tommaso; Gori, Marco; Melacci, Stefano | |
| Bridging continual learning of motion and self-supervised representations | 1-gen-2024 | Tiezzi, Marco; Marullo, Simone; Betti, Alessandro; Casoni, Michele; Melacci, Stefano | |
| Cognitive Action Laws: The Case of Visual Features | 1-gen-2019 | Betti, Alessandro; Gori, Marco; Melacci, Stefano | |
| Continual learning through Hamilton equations | 1-gen-2022 | Betti, Alessandro; Faggi, Lapo; Gori, Marco; Tiezzi, Matteo; Marullo, Simone; Meloni, Enrico; Melacci, Stefano | |
| Continual unsupervised learning for optical flow estimation with deep networks | 1-gen-2022 | Marullo, S.; Tiezzi, M.; Betti, A.; Faggi, L.; Meloni, E.; Melacci, S. | |
| Developing constrained neural units over time | 1-gen-2020 | Betti, Alessandro; Gori, Marco; Marullo, Simone; Melacci, Stefano | |
| Evaluating continual learning algorithms by generating 3D virtual environments | 1-gen-2022 | Meloni, Enrico; Betti, Alessandro; Faggi, Lapo; Marullo, Simone; Tiezzi, Matteo; Melacci, Stefano | |
| Focus of attention improves information transfer in visual features | 1-gen-2020 | Tiezzi, M.; Melacci, S.; Betti, A.; Maggini, M.; Gori, M. | |
| Foveated neural computation | 1-gen-2023 | Tiezzi, Matteo; Marullo, Simone; Betti, Alessandro; Meloni, Enrico; Faggi, Lapo; Gori, Marco; Melacci, Stefano | |
| Knowledge-driven active learning | 1-gen-2023 | Ciravegna, Gabriele; Precioso, Frédéric; Betti, Alessandro; Mottin, Kevin; Gori, Marco | |
| Large-N CP(N-1) sigma model on a finite interval and the renormalized string energy | 1-gen-2018 | Betti, Alessandro; Bolognesi, Stefano; Gudnason, Sven Bjarke; Konishi, Kenichi; Ohashi, Keisuke | |
| Learning activation functions by means of kernel based neural networks | 1-gen-2019 | Marra, Giuseppe; Zanca, Dario; Betti, Alessandro; Gori, Marco | |
| Learning visual features under motion invariance | 1-gen-2020 | Betti, Alessandro; Gori, Marco; Melacci, Stefano | |
| Least action principles and well-posed learning problems | 1-gen-2019 | Betti, Alessandro; Gori, Marco | |
| Local propagation of visual stimuli in focus of attention | 1-gen-2023 | Faggi, Lapo; Betti, Alessandro; Zanca, Dario; Melacci, Stefano; Gori, Marco | |
| Nature-inspired local propagation | 1-gen-2024 | Betti, Alessandro; Gori, Marco | |
| Neural time-reversed generalized Riccati equation | 1-gen-2024 | Betti, Alessandro; Casoni, Michele; Gori, Marco; Marullo, Simone; Melacci, Stefano; Tiezzi, Matteo |