Maria Sofia Bucarelli

Hello! I am my PhD student at Sapienza University of Rome, specifically in the Department of Computer, Control and Management Engineering. I am working under the guidance of Professor Fabrizio Silvestri and collaborating with the RSTless group. My research interests include theory and applications of Machine Learning and Foundations of Machine Learning. Prior to this, I completed my Master’s Degree in Mathematics at Sapienza University of Rome.

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels
Bucarelli, Maria Sofia; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio;
False Data Injection Impact on High RES Power Systems with Centralized Voltage Regulation Architecture
Bragatto, Tommaso; Bucarelli, Marco Antonio; Bucarelli, Maria Sofia; Carere, Federico; Geri, Alberto; Maccioni, Marco;
Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels
Wani, Farooq Ahmad; Bucarelli, Maria Sofia; Silvestri, Fabrizio;
On Generalization Bounds for Projective Clustering
Bucarelli, Maria Sofia; Larsen, Matilde; Schwiegelshohn, Chris ; Toftrup, Mads;
Newron: a new generalization of the artificial neuron to enhance the interpretability of neural networks
Siciliano, Federico; Bucarelli, Maria Sofia; Tolomei, Gabriele; Silvestri, Fabrizio;

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