Kallista Bonawitz

Researcher, Google

Joined

August 2021

Names

Kallista Bonawitz (Preferred)

Emails

****@google.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Towards federated learning at scale: System design
Kallista Bonawitz, Hubert Eichner, Wolfgang Grieskamp, Dzmitry Huba, Alex Ingerman, Vladimir Ivanov, Chloe Kiddon, Jakub Konečný, Hugh Brendan McMahan, Timon Van Overveldt, David Petrou, Daniel Ramage, Jason Roselander
- 23 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Practical secure aggregation for privacy-preserving machine learning
Kallista Bonawitz, Vladimar Ivanov, Ben Kreuter, Antonio Marcedone, Hugh Brendan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, Karn Seth
- 23 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Advances and Open Problems in Federated Learning
Peter Kairouz, Hugh Brendan McMahan, Kallista Bonawitz
- 23 Sept 2021 (modified: 23 Sept 2021)
- OpenReview Archive Direct Upload
- Readers: Everyone
Secure Single-Server Aggregation with (Poly)Logarithmic Overhead
James Bell, Kallista Bonawitz, Adria Gascon, Tancrede Lepoint, Mariana Raykova
- 23 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors