Maria Sofia Bucarelli

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Generalization Bounds

Multilayer Perceptron

Top Venues

Publications

Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, Fabrizio Silvestri
Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach. CoRR (2024)
Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
∇ τ: Gradient-based and Task-Agnostic machine Unlearning. CoRR (2024)
Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli, Fabrizio Silvestri
A topological description of loss surfaces based on Betti Numbers. CoRR (2024)
Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli, Fabrizio Silvestri
A topological description of loss surfaces based on Betti Numbers. Neural Networks 178 (2024)
Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. CVPR (2023)
Lev Telyatnikov, Maria Sofia Bucarelli, Guillermo Bernárdez, Olga Zaghen, Simone Scardapane, Pietro Lio
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design. CoRR (2023)
Maria Sofia Bucarelli, Matilde Fjeldsø Larsen, Chris Schwiegelshohn, Mads Bech Toftrup
On Generalization Bounds for Projective Clustering. CoRR (2023)
Maria Sofia Bucarelli, Matilde Fjeldsø Larsen, Chris Schwiegelshohn, Mads Toftrup
On Generalization Bounds for Projective Clustering. NeurIPS (2023)
Tommaso Bragatto, Marco Antonio Bucarelli, Maria Sofia Bucarelli, Federico Carere, Alberto Geri, Marco Maccioni
False Data Injection Impact on High RES Power Systems with Centralized Voltage Regulation Architecture. Sensors 23 (5) (2023)
Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri
Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels. CoRR (2023)
Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. IJCNN (2022)
Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. CoRR (2021)