DR
Daniel Ramage
cs.LGcs.CRstat.MLcs.CLcs.AIcs.DCcs.DLcs.DScs.ITmath.IT
On Valency
published · living versionsW_a96hpqgw·v1 · currentpublished
Federated Optimization: Distributed Machine Learning for On-Device Intelligence
with Jakub Konečný, H. Brendan McMahan, Peter Richtárik
1 version
Preprints & journals
24 papers in the corpus · 2004–2026Toward provably private learning from federated data2609.31494v4 · Katharine Daly, Yu Xiao, Zachary Garrett et al.2026 · 0 citationsarXiv
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications2505.18488v1 · Yanxiang Zhang, Zheng Xu, Shanshan Wu et al.2025 · 0 citationsarXiv
Confidential Federated Computations2404.10764v2 · Hubert Eichner, Daniel Ramage, Kallista Bonawitz et al.2024 · 3 citationsarXiv
Federated Learning in Practice: Reflections and Projections2410.08892v2 · Katharine Daly, Hubert Eichner, Peter Kairouz et al.2024 · 17 citationsarXiv
Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography2501.08970v1 · Ilia Shumailov, Daniel Ramage, Sarah Meiklejohn et al.2025 · 0 citationsarXiv
AirGapAgent: Protecting Privacy-Conscious Conversational Agents2405.05175v2 · Eugene Bagdasarian, Ren Yi, Sahra Ghalebikesabi et al.2024 · 23 citationsarXiv
Prompt Public Large Language Models to Synthesize Data for Private On-device Applications2404.04360v2 · Shanshan Wu, Zheng Xu, Yanxiang Zhang et al.2024 · 3 citationsarXiv
Private Federated Learning in Gboard2306.14793v1 · Yuanbo Zhang, Daniel Ramage, Zheng Xu et al.2023 · 5 citationsarXiv
Communication-Efficient Learning of Deep Networks from Decentralized Data1602.05629v4 · H. Brendan McMahan, Eider Moore, Daniel Ramage et al.2016 · 9,174 citationsProceedings of the 20 th International Conference on Artificial Intelligence and Statistics (AISTATS) 2017. JMLR: W&CP volume 54
Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning2108.10241v2 · Virat Shejwalkar, Amir Houmansadr, Peter Kairouz et al.2021 · 269 citationsarXiv
Advances and Open Problems in Federated Learning1912.04977v3 · Peter Kairouz, H. Brendan McMahan, Brendan Avent et al.2019 · 6,306 citationsarXiv
Context-Aware Local Differential Privacy1911.00038v2 · Jayadev Acharya, Keith Bonawitz, Peter Kairouz et al.2019 · 11 citationsarXiv
Mapping Three Decades of Intellectual Change in Academia2004.01291v2 · Daniel Ramage, Christopher D. Manning, Daniel A. McFarland2020 · 3 citationsarXiv
Generative Models for Effective ML on Private, Decentralized Datasets1911.06679v2 · Sean Augenstein, H. Brendan McMahan, Daniel Ramage et al.2019 · 43 citationsarXiv
Federated Evaluation of On-device Personalization1910.10252v1 · Kangkang Wang, Rajiv Mathews, Chlo'e Kiddon et al.2019 · 183 citationsarXiv
Towards Federated Learning at Scale: System Design1902.01046v2 · Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp et al.2019 · 938 citationsarXiv
Federated Learning for Mobile Keyboard Prediction1811.03604v2 · Andrew Hard, Kanishka Rao, Rajiv Mathews et al.2018 · 1,085 citationsarXiv
Applied Federated Learning: Improving Google Keyboard Query Suggestions1812.02903v1 · Timothy Yang, Galen Andrew, Hubert Eichner et al.2018 · 446 citationsarXiv
Learning Differentially Private Recurrent Language Models1710.06963v3 · H. Brendan McMahan, Daniel Ramage, Kunal Talwar et al.2017 · 766 citationsarXiv
Practical Secure Aggregation for Federated Learning on User-Held Data1611.04482v1 · Keith Bonawitz, Vladimir Ivanov, Ben Kreuter et al.2016 · 187 citationsarXiv
Federated Optimization: Distributed Machine Learning for On-Device Intelligence1610.02527v1 · Jakub Konecn'y, H. Brendan McMahan, Daniel Ramage et al.2016 · 1,627 citationsarXivon Valency
Discrete Distribution Estimation under Local Privacy1602.07387v3 · Peter Kairouz, Keith Bonawitz, Daniel Ramage2016 · 218 citationsarXiv
Federated Optimization:Distributed Optimization Beyond the Datacenter1511.03575v1 · Jakub Konecn'y, Brendan McMahan, Daniel Ramage2015 · 568 citationsarXiv
Cytoscape: a software environment for integrated models of biomolecular interaction networks.14597658 · Shannon, Paul, Markiel, Andrew, Ozier, Owen et al.2004 · 55,871 citationsGenome research. 2003;13(11):2498-504
Career total: 53 works. 24 are in this corpus.
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