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
Martin Ruskowski — most-cited papers & profile · Federated Learning
← authors
·
overview
Martin Ruskowski
8
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Application of federated learning in manufacturing
2022 · 4 citations
Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm
2023 · 2 citations
Federated Action Recognition for Smart Worker Assistance Using FastPose
2025
Federated Object Detection for Quality Inspection in Shared Production
2023
Federated K-Means Clustering via Dual Decomposition-based Distributed Optimization
2023
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques
2024
Seamless Integration: Sampling Strategies in Federated Learning Systems
2024
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment
2024
Top co-authors
Tatjana Legler
· 7
Vinit Hegiste
· 7
Achim Wagner
· 1
Ahmed Anwar
· 1
Jibinraj Antony
· 1
Snehal Walunj
· 1
Vassilios Yfantis
· 1
Vidit Goyal
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization