Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels MS Bucarelli, L Cassano, F Siciliano, A Mantrach, F Silvestri Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 11 | 2023 |
Newron: a new generalization of the artificial neuron to enhance the interpretability of neural networks F Siciliano, MS Bucarelli, G Tolomei, F Silvestri 2022 International Joint Conference on Neural Networks (IJCNN), 01-17, 2022 | 8 | 2022 |
False Data Injection Impact on High RES Power Systems with Centralized Voltage Regulation Architecture T Bragatto, MA Bucarelli, MS Bucarelli, F Carere, A Geri, M Maccioni Sensors 23 (5), 2557, 2023 | 7 | 2023 |
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design L Telyatnikov, MS Bucarelli, G Bernardez, O Zaghen, S Scardapane, P Lio arXiv preprint arXiv:2310.07684, 2023 | 6 | 2023 |
Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels FA Wani, MS Bucarelli, F Silvestri arXiv preprint arXiv:2303.09470, 2023 | 3 | 2023 |
On Generalization Bounds for Projective Clustering MS Bucarelli, F Larsen, Matilde, C Schwiegelshohn, Toftrup, Bech, Mads Advances in Neural Information Processing Systems 36 (NeurIPS 2023) 36 …, 2023 | 2 | 2023 |
Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach AG Di Francesco, F Caso, MS Bucarelli, F Silvestri arXiv preprint arXiv:2402.14802, 2024 | 1 | 2024 |
: Gradient-based and Task-Agnostic machine Unlearning D Trippa, C Campagnano, MS Bucarelli, G Tolomei, F Silvestri arXiv preprint arXiv:2403.14339, 2024 | | 2024 |
Improving reliability in deep learning: exploring generalization bounds, noisy label handling, and loss surface characterization MS Bucarelli Università degli Studi di Roma" La Sapienza", 2024 | | 2024 |
A topological description of loss surfaces based on Betti Numbers MS Bucarelli, GA D'Inverno, M Bianchini, F Scarselli, F Silvestri arXiv preprint arXiv:2401.03824, 2024 | | 2024 |