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John Nguyen — most-cited papers & profile · Federated Learning
← authors
·
overview
John Nguyen
11
papers ·
99
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning with Buffered Asynchronous Aggregation
2021 · 37 citations
Papaya: Practical, Private, and Scalable Federated Learning
2021 · 29 citations
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
2022 · 4 citations
Now It Sounds Like You: Learning Personalized Vocabulary On Device
2023 · 2 citations
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity
2022
On Noisy Evaluation in Federated Hyperparameter Tuning
2022
Top co-authors
Kshitiz Malik
· 3
Ashkan Yousefpour
· 2
Carole-Jean Wu
· 2
Dzmitry Huba
· 2
Hongyuan Zhan
· 2
Mani Malek
· 2
Michael Rabbat
· 2
Mike Rabbat
· 2
Ameet Talwalkar
· 1
Anthony Shoumikhin
· 1
Ashish Shenoy
· 1
Daniel Jiang
· 1
Topics
Federated Learning
Privacy
Optimization
Data Heterogeneity
Security