Maria Sofia Bucarelli
assegnista di ricerca
stanza:
A101
telefono:
+39 0677274087
Biography
2024 - present: Postdoc position, Department of Computer, Control and Management Engineering, Sapienza University of Rome
2020 - 2024: 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.
Membro di
Ultime pubblicazioni
| A topological description of loss surfaces based on Betti Numbers on NEURAL NETWORKS | 2024 |
| On Generalization Bounds for Projective Clustering on Advances in Neural Information Processing Systems 36 (NeurIPS 2023) | 2024 |
| Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels on | 2023 |
| False Data Injection Impact on High RES Power Systems with Centralized Voltage Regulation Architecture on SENSORS | 2023 |
| Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels on 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | 2023 |
| NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks on 2022 International Joint Conference on Neural Networks (IJCNN) | 2022 |