Caldarola, Debora

1. Improving Generalization in Federated Learning by Seeking Flat Minima
   2022/03/22 by Caldarola, Debora, Caputo, Barbara, Ciccone, Marco · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
   2022/10/05 by Donald Shenaj, Eros Fanì, Shenaj, Donald +15 · 5 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. Cluster-driven Graph Federated Learning over Multiple Domains
   2021/04/29 by Caldarola, Debora, Mancini, Massimiliano, Galasso, Fabio +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
   2022/02/28 by Lidia Fantauzzo, Eros Fanì, Fantauzzo, Lidia +11 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
5. Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning
   2024/12/04 by Caldarola, Debora, Cagnasso, Pietro, Caputo, Barbara +1 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences