Bucarelli, Maria Sofia
- Task Singular Vectors: Reducing Task Interference in Model Merging
2024/11/26 by Antonio Andrea Gargiulo, Gargiulo, Antonio Andrea, Donato Crisostomi +9 · 3 voices · 49 citations
Decision Sciences · Business, Management and Accounting · #Simulation Techniques and Applications #Business Process Modeling and Analysis
- ∇ τ: Gradient-based and Task-Agnostic machine Unlearning
2024/03/21 by Trippa, Daniel, Campagnano, Cesare, Bucarelli, Maria Sofia +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ATM: Improving Model Merging by Alternating Tuning and Merging
2024/11/05 by Luca Zhou, Zhou, Luca, Daniele Solombrino +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
2024/09/08 by Guillermo Bernárdez, Bernárdez, Guillermo, Lev Telyatnikov +143 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- On Generalization Bounds for Projective Clustering
2023/10/13 by Maria Sofia Bucarelli, Bucarelli, Maria Sofia, Matilde Fjeldsø Larsen +5 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Graph Theory and Algorithms #Machine Learning (cs.LG)