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Kilian Pfeiffer — most-cited papers & profile · Federated Learning
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Kilian Pfeiffer
6
papers ·
7
citations
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Most-cited papers
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization
2022 · 6 citations
Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices
2024 · 1 citations
Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices
2025
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems
2021
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
2023
Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey
2023
Top co-authors
J\"org Henkel
· 6
Ramin Khalili
· 6
Martin Rapp
· 3
Mohamed Aboelenien Ahmed
· 2
Heba Khdr
· 1
Topics
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