Bonato, Jacopo
- Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images
2024/04/19 by Jacopo Bonato, Marco Cotogni, Bonato, Jacopo +3 · 8 citations
Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Closed-form merging of parameter-efficient modules for Federated Continual Learning
2024/10/23 by Riccardo Salami, Pietro Buzzega, Salami, Riccardo +9 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Privacy-Preserving Technologies in Data
- SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs
2025/04/11 by Aashiq Muhamed, Muhamed, Aashiq, Jacopo Bonato +5 · 13 citations
Engineering · #Medical Imaging and Analysis
- MIND: Multi-Task Incremental Network Distillation
2023/12/05 by Jacopo Bonato, Bonato, Jacopo, Francesco Pelosin +5 · 2 citations
Computer Science · Health Professions · #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare
- DUCK: Distance-based Unlearning via Centroid Kinematics
2023/12/04 by Cotogni, Marco, Bonato, Jacopo, Sabetta, Luigi +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)