
M.Sc. Kilian Pfeiffer
- Scientist
- room: B2-313.3
- phone: +49 721 608-47639
- fax: +49 721 608-43962
- kilian pfeiffer ∂does-not-exist.kit edu
- Haid-und-Neu-Str. 7
Bldg. 07.21
76131 Karlsruhe
Short Bio
Kilian Pfeiffer received his B.Sc. and M.Sc. degree in Electrical and Computer Engineering from the Technical University of Munich in 2017 and 2020, respectively. Since 2020, he is pursuing his Ph.D. under the supervision of Prof. Dr. Jörg Henkel at the Karlsruhe Institute of Technology.
Publications
Conferences | |
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Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems in Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI'22), Vancouver, Canada, DOI, PDF, Feb 22 - Mar 01 2022. | ![]() ![]() |
arXiv | |
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Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization in arXiv, DOI, PDF, Mar 2022. |
Student Theses
Abbreviation: B - Bachelor Thesis, M - Master Thesis
Topic | Type of work | Mentor |
---|---|---|
Federated Learning Framework (PDF) | B | Pfeiffer, Kilian / Rapp, Martin |
Data and Resources in Federated Learning (PDF) | B / M | Pfeiffer, Kilian / Rapp, Martin |
Energy-Efficient Federated Learning (PDF) | B / M | Rapp, Martin / Pfeiffer, Kilian |
Model Update Quality in Federated Learning (PDF) | M | Rapp, Martin / Pfeiffer, Kilian |
Name | Type of work | Title | Mentor |
---|---|---|---|
Buscher, Julian | Master thesis | Model Update Quality in Federated Learning | Pfeiffer, Kilian |
Said, Abdelrahman | Bachelor thesis | Federated Learning Framework | Pfeiffer, Kilian |
Name | Type of work | Title | Mentor | Completion date |
---|---|---|---|---|
Kızılçelik, Barış Umut | Bachelor thesis | Development of an ML Library Agnostic Federated Learning Framework for Embedded Hardware | Pfeiffer, Kilian | 2023-03-13 |
Uhl, Hannes | Master thesis | Performance and Energy Modeling of CNN Inference and Training on Embedded GPUs | Pfeiffer, Kilian / Rapp, Martin | 2022-05-02 |
Schmitt, Matthias | Master thesis | Latent Space Knowledge Distillation under Heterogeneous Data | Pfeiffer, Kilian / Rapp, Martin | 2021-12-01 |