Hugh Brendan McMahan

Research Scientist, Google

Joined

October 2017

Names

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

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Career & Education History

Research Scientist

Google (google.com)

2007 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

It's My Data Too: Private ML for Datasets with Multi-User Training Examples
Arun Ganesh, Ryan McKenna, Hugh Brendan McMahan, Adam Smith, Fan Wu
- ICML 2025 poster
- Readers: Everyone
Efficient and Near-Optimal Noise Generation for Streaming Differential Privacy
Krishnamurthy Dj Dvijotham, Hugh Brendan McMahan, Krishna Pillutla, Thomas Steinke, Abhradeep Guha Thakurta
- FOCS 2024
- Readers: Everyone
Fine-Tuning Large Language Models with User-Level Differential Privacy
Zachary Charles, Arun Ganesh, Ryan McKenna, Hugh Brendan McMahan, Nicole Elyse Mitchell, Krishna Pillutla, J Keith Rush
- TF2M 2024 Poster
- Readers: Everyone
One-shot Empirical Privacy Estimation for Federated Learning
Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh McMahan, Vinith Suriyakumar
- FL@FM-NeurIPS’23 Oral
- Readers: Everyone
An Empirical Evaluation of Federated Contextual Bandit Algorithms
Alekh Agarwal, Hugh McMahan, Zheng Xu
- FL@FM-NeurIPS’23 Poster
- Readers: Everyone
One-shot Empirical Privacy Estimation for Federated Learning
Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh Brendan McMahan, Vinith Menon Suriyakumar
- ICLR 2024 oral
- Readers: Everyone
Unleashing the Power of Randomization in Auditing Differentially Private ML
Krishna Pillutla, Galen Andrew, Peter Kairouz, Hugh Brendan McMahan, Alina Oprea, Sewoong Oh
- FL-ICML 2023
- Readers: Everyone
Can Public Large Language Models Help Private Cross-device Federated Learning?
Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, Hugh Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer
- ES-FoMO 2023 Poster
- Readers: Everyone
Can Public Large Language Models Help Private Cross-device Federated Learning?
Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, Hugh Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer
- DeployableGenerativeAI
- Readers: Everyone
Is Local SGD Better than Minibatch SGD?
Blake Woodworth, Kumar Kshitij Patel, Sebastian U Stich, Zhen Dai, Brian Bullins, Hugh Brendan McMahan, Ohad Shamir, Nathan Srebro
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 23 publications

Co-Authors

View all 59 co-authors