Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Marco Gruteser — most-cited papers & profile · Federated Learning
← authors
·
overview
Marco Gruteser
5
papers ·
3
citations ·
53
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Confidential Federated Computations
2024 · 3 citations
Mayfly: Private Aggregate Insights from Ephemeral Streams of On-Device User Data
2024
Federated Learning with Autotuned Communication-Efficient Secure Aggregation
2019
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation
2021
Releasing Large-Scale Human Mobility Histograms with Differential Privacy
2024
Top co-authors
Peter Kairouz
· 4
Albert Cheu
· 3
Adria Gascon
· 2
Brendan McMahan
· 2
Christopher Bian
· 2
Edo Roth
· 2
Kallista Bonawitz
· 2
Ryan McKenna
· 2
Timon Van Overveldt
· 2
Yannis Guzman
· 2
Artem Lagzdin
· 1
Brett McLarnon
· 1
Topics
Privacy
Federated Learning
Communication
Security
Optimization