Bucarelli, Maria Sofia

5 publications

TMLR 2025 Hypergraph Neural Networks Through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design Lev Telyatnikov, Maria Sofia Bucarelli, Guillermo Bernardez, Olga Zaghen, Simone Scardapane, Pietro Lio

CVPR 2025 Task Singular Vectors: Reducing Task Interference in Model Merging Antonio Andrea Gargiulo, Donato Crisostomi, Maria Sofia Bucarelli, Simone Scardapane, Fabrizio Silvestri, Emanuele Rodolà

ICMLW 2024 $\nabla \tau$: Gradient-Based and Task-Agnostic Machine Unlearning Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri

CVPR 2023 Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri

NeurIPS 2023 On Generalization Bounds for Projective Clustering Maria Sofia Bucarelli, Matilde Larsen, Chris Schwiegelshohn, Mads Toftrup