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Advances and Open Problems in Federated Learning
- P. Kairouz, H. B. McMahan, Sen Zhao
- Computer ScienceFound. Trends Mach. Learn.
- 10 December 2019
TLDR
Practical Secure Aggregation for Privacy-Preserving Machine Learning
- Keith Bonawitz, Vladimir Ivanov, Karn Seth
- Computer ScienceIACR Cryptol. ePrint Arch.
- 30 October 2017
TLDR
Towards Federated Learning at Scale: System Design
- Keith Bonawitz, Hubert Eichner, Jason Roselander
- Computer ScienceMLSys
- 4 February 2019
TLDR
Church: a language for generative models
- Noah D. Goodman, Vikash K. Mansinghka, Daniel M. Roy, Keith Bonawitz, J. Tenenbaum
- Computer ScienceUAI
- 9 July 2008
TLDR
Discrete Distribution Estimation under Local Privacy
- P. Kairouz, Keith Bonawitz, D. Ramage
- Computer ScienceICML
- 24 February 2016
TLDR
Secure Single-Server Aggregation with (Poly)Logarithmic Overhead
- James Bell, Keith Bonawitz, Adrià Gascón, Tancrède Lepoint, Mariana Raykova
- Computer Science, MathematicsIACR Cryptol. ePrint Arch.
- 30 October 2020
TLDR
Practical Secure Aggregation for Federated Learning on User-Held Data
- Keith Bonawitz, Vladimir Ivanov, Karn Seth
- Computer ScienceArXiv
- 14 November 2016
TLDR
Federated Learning with Autotuned Communication-Efficient Secure Aggregation
- Keith Bonawitz, Fariborz Salehi, Jakub Konecný, H. B. McMahan, M. Gruteser
- Computer Science53rd Asilomar Conference on Signals, Systems, and…
- 1 November 2019
TLDR
Composable probabilistic inference with BLAISE
- Keith Bonawitz
- Computer Science
- 2008
TLDR
Portable Reputations with EgoSphere
- Keith Bonawitz, C. Chandrasekhar, Rui Viana
- Computer Science
- 2004
TLDR
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