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
Samuel Kaski — most-cited papers & profile · Federated Learning
← authors
·
overview
Samuel Kaski
24
papers ·
102
citations ·
58
h-index
University of Manchester · ElFys (Finland) · Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Differentially private cross-silo federated learning
2020 · 22 citations
Federated Stochastic Gradient Langevin Dynamics
2020 · 5 citations
Embarrassingly Parallel GFlowNets
2024
Top co-authors
Diego Mesquita
· 2
Amauri Souza
· 1
Antti Honkela
· 1
Antti Koskela
· 1
Kana Shimizu
· 1
Khaoula El Mekkaoui
· 1
Luiz Max Carvalho
· 1
Mikko A. Heikkil\"a
· 1
Paul Blomstedt
· 1
Tiago da Silva
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Communication
Privacy
Security
math.OC
stat.ML