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Maria Sofia Bucarelli

3 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze

Venues

CVPR (2) NeurIPS (1)

Top co-authors

Fabrizio Silvestri (2) Chris Schwiegelshohn (1) Donato Crisostomi (1) Antonio Andrea Gargiulo (1) Mads Toftrup (1) Matilde Larsen (1) Lucas Cassano (1) Emanuele Rodolà (1) Federico Siciliano (1) Simone Scardapane (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Types (1) Optimization & Theory · Deep Learning (1)

Keywords

subspace clustering (1) statistical learning (1) model compression (1) noisy label learning (1) model merging (1) label noise (1) singular value decomposition (1) generalization bound (1) convergence rate (1) task vector (1) task interference (1) parameter compression (1) projective clustering (1) inter-rater agreement (1) layer-level analysis (1)

Papers

Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025 Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels CVPR 2023 On Generalization Bounds for Projective Clustering NeurIPS 2023