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Zachary Garrett · SciRah

Researcher profile · Semantic Scholar

Zachary Garrett

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Zachary Garrett — researcher profile on SciRah

h-index: 12
Works: 23
Citations: 17K

Most-cited papers

Advances and Open Problems in Federated Learning
Peter Kairouz, H. B. McMahan, Brendan Avent, A. Bellet +55 more
2019Found. Trends Mach. Learn.9,929 citations Open access
Semantic Scholar
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Gheorghe Comanici, E. Bieber, Mike Schaekermann, Ice Pasupat +496 more
2025arXiv.org4,448 citations
Semantic Scholar
Adaptive Federated Optimization
Sashank J. Reddi, Zachary B. Charles, M. Zaheer, Zachary Garrett +4 more
2020International Conference on Learning Representations2,214 citations
Semantic Scholar
A Field Guide to Federated Optimization
Jianyu Wang, Zachary B. Charles, Zheng Xu, Gauri Joshi +49 more
2021arXiv.org497 citations
Semantic Scholar
Federated Reconstruction: Partially Local Federated Learning
K. Singhal, Hakim Sidahmed, Zachary Garrett, Shanshan Wu +2 more
2021Neural Information Processing Systems177 citations
Semantic Scholar
On Large-Cohort Training for Federated Learning
Zachary B. Charles, Zachary Garrett, Zhou-Yuan Huo, Sergei Shmulyian +1 more
2021Neural Information Processing Systems131 citations
Semantic Scholar
Local Adaptivity in Federated Learning: Convergence and Consistency
Jianyu Wang, Zheng Xu, Zachary Garrett, Zachary B. Charles +2 more
2021arXiv.org48 citations
Semantic Scholar
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
Arthur Douillard, Yani Donchev, Keith Rush, Satyen Kale +10 more
2025arXiv.org37 citations
Semantic Scholar
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
Zachary B. Charles, Nicole Mitchell, Krishna Pillutla, Michael Reneer +1 more
2023Neural Information Processing Systems37 citations Open access
Semantic Scholar
Postural effects on cerebral blood flow and autoregulation
Zachary Garrett, J. Pearson, A. Subudhi
2017Physiological Reports35 citations Open access
Semantic Scholar
Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
Zachary Charles, Gabriel Teston, Lucio M. Dery, Keith Rush +4 more
2025Neural Information Processing Systems32 citations
Semantic Scholar
Does Federated Dropout actually work?
Gary Cheng, Zachary B. Charles, Zachary Garrett, Keith Rush
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)23 citations
Semantic Scholar
DrJAX: Scalable and Differentiable MapReduce Primitives in JAX
Keith Rush, Zachary Charles, Zachary Garrett, Sean Augenstein +1 more
20249 citations
Semantic Scholar
Decoupled DiLoCo for Resilient Distributed Pre-training
Arthur Douillard, Keith Rush, Yani Donchev, Zachary Charles +13 more
2026arXiv.org5 citations
Semantic Scholar
Leveraging Function Space Aggregation for Federated Learning at Scale
Nikita Dhawan, Nicole Mitchell, Zachary B. Charles, Zachary Garrett +1 more
2023Trans. Mach. Learn. Res.5 citations
Semantic Scholar
Federated Automatic Differentiation
Keith Rush, Zachary B. Charles, Zachary Garrett
2023Journal of machine learning research3 citations Open access
Semantic Scholar
Toward provably private learning from federated data
Katharine Daly, Yu Xiao, Zachary Garrett, Brett McLarnon +8 more
20260 citations
Semantic Scholar
Changing Places
Zachary Garrett
2022Embodied Environmental Risk in Technical Communication0 citations
Semantic Scholar
Proceedings of the Third Workshop on Privacy in Natural Language Processing
Om Thakkar, Swaroop Indra Ramaswamy, Rajiv Mathews, Franoise Beaufays +496 more
20210 citations Open access
Semantic Scholar
Twin Teachers: Advancing Understanding Among Secondary and Post-Secondary Composition Instructors Through Individual Connections
Zachary Garrett
20190 citations
Semantic Scholar
Twin Teachers: Breaking Down Barriers between High School and College Instructors Through Individual Connections (working title)
Zachary Garrett
20180 citations
Semantic Scholar
Death to the World: the Last Punks-Monks
Zachary Garrett
20170 citations
Semantic Scholar
Machine Learning to Predict Advertisement Targeting Solutions
Zachary Garrett
20170 citations
Semantic Scholar

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H. B. McMahan×5
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