Mitchell, Nicole

1. 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)
2. DrJAX: Scalable and Differentiable MapReduce Primitives in JAX
   2024/03/11 by Keith Rush, Rush, Keith, Zachary Charles +5 · 2 citations
   Computer Science · #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
3. JaxPruner: A concise library for sparsity research
   2023/04/27 by Lee, Joo Hyung, Park, Wonpyo, Mitchell, Nicole +22 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
4. 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