Keith Rush
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
2025/01/30 by Arthur Douillard, Douillard, Arthur, Yanislav Donchev +26 · 7 voices · 7 citations
Computer Science · Social Sciences · #Multimedia Communication and Technology #Semantic Web and Ontologies #cs.CL
- Improving Federated Learning Personalization via Model Agnostic Meta Learning
2019/09/27 by Yihan Jiang, Jakub Konečný, Jiang, Yihan +5 · 19 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- 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)
- Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning
2022/11/12 by Christopher A. Choquette-Choo, Choquette-Choo, Christopher A., H. Brendan McMahan +5 · 7 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Error Correcting Code Techniques
- Federated Reconstruction: Partially Local Federated Learning
2021/02/05 by Karan Singhal, Hakim Sidahmed, Singhal, Karan +9 · 4 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis
- (Amplified) Banded Matrix Factorization: A unified approach to private training
2023/06/13 by Christopher A. Choquette-Choo, Arun Ganesh, Choquette-Choo, Christopher A. +11 · 5 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- DrJAX: Scalable and Differentiable MapReduce Primitives in JAX
2024/03/11 by Keith Rush, Zachary Charles, Rush, Keith +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)
- Decoupled DiLoCo for Resilient Distributed Pre-training
2026/04/23 by Arthur Douillard, Keith Rush, Yani Donchev +14 · 1 voice
Computer Science · #cs.CL
- Correlated Noise Mechanisms for Differentially Private Learning
2025/06/09 by Krishna Pillutla, Pillutla, Krishna, Jalaj Upadhyay +21 · 3 citations
Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Random Matrices and Applications