BUCARELLI, MARIA SOFIA

BUCARELLI, MARIA SOFIA  

DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-  

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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