Nicole Mitchell
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Cooper, A. Feder, Christopher A. Choquette-Choo +75 · 5 voices · 8 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Fine-Tuning Large Language Models with User-Level Differential Privacy
2024/07/10 by Zachary Charles, Charles, Zachary, Arun Ganesh +11 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Leveraging Function Space Aggregation for Federated Learning at Scale
2023/11/17 by Nikita Dhawan, Nicole Mitchell, Dhawan, Nikita +7 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques