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Alois Knoll — most-cited papers & profile · Federated Learning
← authors
·
overview
Alois Knoll
83
papers ·
274
citations ·
67
h-index
Technical University of Munich
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection
2023 · 11 citations
Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments
2022 · 2 citations
ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals
2022 · 2 citations
Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS
2022
Top co-authors
Andreas Festag
· 4
Rui Song
· 4
Liguo Zhou
· 2
Lingjuan Lyu
· 2
Carsten Trinitis
· 1
Dai Liu
· 1
Dave Zhenyu Chen
· 1
Martin Schulz
· 1
Venkatnarayanan Lakshminarasimhan
· 1
Wei Jiang
· 1
Topics
Federated Learning
Privacy
Communication
Data Heterogeneity