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Tatjana Legler — most-cited papers & profile · Federated Learning
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Tatjana Legler
8
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
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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
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data
2024
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
Vinit Hegiste
· 8
Martin Ruskowski
· 7
Ahmed Anwar
· 1
Ahmed Anwar
· 1
and Andreas Dengel
· 1
Brian Moser
· 1
Dayananda Herurkar
· 1
Federico Raue
· 1
Jibinraj Antony
· 1
Snehal Walunj
· 1
Vidit Goyal
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Security