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Christopher A. Choquette-Choo — most-cited papers & profile · Federated Learning
← authors
·
overview
Christopher A. Choquette-Choo
15
papers ·
318
citations ·
16
h-index
Michael & Associates
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning
2022 · 12 citations
CaPC Learning: Confidential and Private Collaborative Learning
2021 · 9 citations
Federated Learning of Gboard Language Models with Differential Privacy
2023 · 3 citations
(Amplified) Banded Matrix Factorization: A unified approach to private training
2023 · 2 citations
Robust and Actively Secure Serverless Collaborative Learning
2023 · 2 citations
Private Federated Learning with Autotuned Compression
2023
Optimal Rates for $O(1)$-Smooth DP-SCO with a Single Epoch and Large Batches
2024
Top co-authors
Peter Kairouz
· 3
Abhradeep Thakurta
· 2
Adam Dziedzic
· 2
Arun Ganesh
· 2
H. Brendan McMahan
· 2
Nicolas Papernot
· 2
Somesh Jha
· 2
Ananda Theertha Suresh
· 1
and Zheng Xu
· 1
Congyu Fang
· 1
Enayat Ullah
· 1
Galen Andrew
· 1
Topics
Federated Learning
Privacy
Encryption
Security
Data Heterogeneity
Communication
Optimization