SINIGAGLIA, ALBERTO
SINIGAGLIA, ALBERTO
Università di Padova
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Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations
2025 Sartor, Davide; Sinigaglia, Alberto; Susto, GIAN ANTONIO
Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks
2024 Efatinasab, Emad; Sinigaglia, Alberto; Azadi, Nahal; Antonio Susto, Gian; Rampazzo, Mirco
On the limitations of adversarial training for robust image classification with convolutional neural networks
2024 Carletti, M.; Sinigaglia, A.; Terzi, M.; Susto, G. A.
| Titolo | Data di pubblicazione | Autori | Rivista | Serie | Titolo libro |
|---|---|---|---|---|---|
| Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations | 2025 | Davide SartorAlberto SinigagliaGian Antonio Susto | - | - | Proceedings of the 2025 Forty-Second International Conference on Machine Learning (ICML) |
| Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks | 2024 | Efatinasab, EmadSinigaglia, AlbertoAntonio Susto, GianRampazzo, Mirco + | IEEE ACCESS | - | - |
| On the limitations of adversarial training for robust image classification with convolutional neural networks | 2024 | Carletti M.Sinigaglia A.Terzi M.Susto G. A. | INFORMATION SCIENCES | - | - |