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Filip Granqvist — most-cited papers & profile · Federated Learning
← authors
·
overview
Filip Granqvist
7
papers ·
30
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enforcing fairness in private federated learning via the modified method of differential multipliers
2021 · 18 citations
FLAIR: Federated Learning Annotated Image Repository
2022 · 4 citations
Samplable Anonymous Aggregation for Private Federated Data Analysis
2023 · 4 citations
Improving on-device speaker verification using federated learning with privacy
2020 · 2 citations
Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
2021 · 2 citations
Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices
2022
pfl-research: simulation framework for accelerating research in Private Federated Learning
2024
Top co-authors
Rogier Van Dalen
· 5
Congzheng Song
· 4
\'Aine Cahill
· 3
Kunal Talwar
· 2
Matthias Paulik
· 2
Matt Seigel
· 2
Mona Chitnis
· 2
Omid Javidbakht
· 2
Rehan Rishi
· 2
Vojta Jina
· 2
Yi Sheng Chan
· 2
Abhishek Bhowmick
· 1
Topics
Federated Learning
Privacy
Edge Computing
Optimization