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Brendan McMahan — most-cited papers & profile · Federated Learning
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Brendan McMahan
9
papers ·
63
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Practical and Private (Deep) Learning without Sampling or Shuffling
2021 · 22 citations
Federated Heavy Hitters Discovery with Differential Privacy
2019 · 13 citations
Confidential Federated Computations
2024 · 3 citations
Federated Select: A Primitive for Communication- and Memory-Efficient Federated Learning
2022 · 3 citations
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams
2022 · 1 citations
Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
2023 · 1 citations
Federated Learning with Autotuned Communication-Efficient Secure Aggregation
2019
Top co-authors
Peter Kairouz
· 3
Kallista Bonawitz
· 2
Keith Rush
· 2
Marco Gruteser
· 2
Zachary Charles
· 2
Abhradeep Thakurta
· 1
Adam Smith and Abhradeep Guha Thakurta
· 1
Adria Gascon
· 1
Albert Cheu
· 1
Anastasia Koloskova
· 1
Blaise Ag\"uera y Arcas
· 1
Brett McLarnon
· 1
Topics
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