BUCARELLI, MARIA SOFIA
BUCARELLI, MARIA SOFIA
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
A topological description of loss surfaces based on Betti Numbers
2024 Bucarelli, Maria Sofia; D'Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio
False Data Injection Impact on High RES Power Systems with Centralized Voltage Regulation Architecture
2023 Bragatto, Tommaso; Bucarelli, MARCO ANTONIO; Bucarelli, MARIA SOFIA; Carere, Federico; Geri, Alberto; Maccioni, Marco
Improving reliability in deep learning: exploring generalization bounds, noisy label handling, and loss surface characterization
2024 Bucarelli, MARIA SOFIA
Learning with Noisy Labels through Learnable Weighting and Centroid Similarity
2024 Wani, FAROOQ AHMAD; Bucarelli, MARIA SOFIA; Silvestri, Fabrizio
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels
2023 Bucarelli, MARIA SOFIA; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
2022 Siciliano, Federico; Bucarelli, Maria Sofia; Tolomei, Gabriele; Silvestri, Fabrizio
On Generalization Bounds for Projective Clustering
2023 Bucarelli, MARIA SOFIA; Larsen, Matilde; Schwiegelshohn, Chris; Toftrup, Mads
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A topological description of loss surfaces based on Betti Numbers | 2024 | Bucarelli, Maria Sofia; D'Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio | |
| False Data Injection Impact on High RES Power Systems with Centralized Voltage Regulation Architecture | 2023 | Bragatto, Tommaso; Bucarelli, MARCO ANTONIO; Bucarelli, MARIA SOFIA; Carere, Federico; Geri, Alberto; Maccioni, Marco | |
| Improving reliability in deep learning: exploring generalization bounds, noisy label handling, and loss surface characterization | 2024 | Bucarelli, MARIA SOFIA | |
| Learning with Noisy Labels through Learnable Weighting and Centroid Similarity | 2024 | Wani, FAROOQ AHMAD; Bucarelli, MARIA SOFIA; Silvestri, Fabrizio | |
| Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels | 2023 | Bucarelli, MARIA SOFIA; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio | |
| NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks | 2022 | Siciliano, Federico; Bucarelli, Maria Sofia; Tolomei, Gabriele; Silvestri, Fabrizio | |
| On Generalization Bounds for Projective Clustering | 2023 | Bucarelli, MARIA SOFIA; Larsen, Matilde; Schwiegelshohn, Chris; Toftrup, Mads |