MARIA SOFIA BUCARELLI

PhD Student

PhD program:: XXXVI
email: bucarelli@diag.uniroma1.it
building: DIAG
room: A101




supervisor: Fabrizio Silvestri

2020 - present: PhD Student in Data Science, XXXVI cycle
2019 - 2020: Internship in the Department of Computer Science, Bank of Italy, Rome
2016 - 2019: MSc in Mathematics at Sapienza, University of Rome
2013 - 2016: BSc in Mathematics at Sapienza, University of Rome

I have broad interest in the theory and applications of machine learning, including representation learning and graph neural networks.

Research products

11573/1707394 - 2024 - On Generalization Bounds for Projective Clustering
Bucarelli, Maria Sofia; Larsen, Matilde; Schwiegelshohn, Chris; Toftrup, Mads - 04b Atto di convegno in volume
conference: Advances in Neural Information Processing Systems (New Orleans; USA)
book: Advances in Neural Information Processing Systems 36 (NeurIPS 2023) - ()

11573/1673795 - 2023 - 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 - 01a Articolo in rivista
paper: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. 1-17 - issn: 1424-8220 - wos: WOS:000946895200001 (1) - scopus: 2-s2.0-85149799109 (5)

11573/1685080 - 2023 - Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels
Bucarelli, Maria Sofia; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: IEEE Conference on Computer Vision and Pattern Recognition (Vancouver; Canada)
book: IEEE Conference on Computer Vision and Pattern Recognition - (979-8-3503-0129-8)

11573/1657031 - 2022 - NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
Siciliano, Federico; Bucarelli, Maria Sofia; Tolomei, Gabriele; Silvestri, Fabrizio - 04b Atto di convegno in volume
conference: IEEE International Joint Conference on Neural Networks (Padova; Italia)
book: IEEE International Joint Conference on Neural Networks - (978-1-7281-8671-9)

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